UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation | Paper Citation Record

Observation 872bb111-9d23-41b6-9b8e-0ae57d180100 · outbound

This paper cites GPT-4 Technical Report.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation GPT-4 Technical Report

Reference 1

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Observation c519187e-b57e-478a-bbb5-2104d25374b8 · outbound

This paper cites Foundation models defining a new era in vision: a survey and outlook.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Foundation models defining a new era in vision: a survey and outlook.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

Reference 2

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Observation ff2c862b-d8d5-4b29-89a1-d4071d76d42e · outbound

This paper cites Qwen Technical Report.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Qwen Technical Report

Reference 3

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Observation 9e2bc2f0-20ff-4014-95f4-5d937639e659 · outbound

This paper cites Qwen2.5-VL Technical Report.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Qwen2.5-VL Technical Report

Reference 4

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Observation c6c07830-669c-4a0c-a60d-4e6f2a51b4ff · outbound

This paper cites Factorized Visual Tokenization and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Factorized Visual Tokenization and Generation

Reference 5

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Observation f8fb298e-2b8e-4ef4-b4a7-557b3cc17120 · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation BEiT: BERT Pre-Training of Image Transformers

Reference 6

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Observation bd2f5d7a-2895-443e-b3ae-5a59da144700 · outbound

This paper cites Improving image generation with better captions.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Improving image generation with better captions

Reference 7

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Observation 1b4190ce-a9a4-46cb-a7da-e4fbc838671b · outbound

This paper cites Efficient-vqgan: Towards high-resolution image generation with efficient vision transformers.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Efficient-vqgan: Towards high-resolution image generation with efficient vision transformers

Reference 8

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Observation 816e7878-d28f-448d-a0f6-60b9fb2112c2 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 9

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Observation 9506d091-090d-4eb3-acaf-49d4a46c20cc · outbound

This paper cites Sharegpt4v: Improving large multi-modal models with better captions.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Sharegpt4v: Improving large multi-modal models with better captions

Reference 10

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Observation 64a43b10-e34a-4164-b74c-3f6c65919106 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 11

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Observation 58253b53-f465-41f8-972c-0209037c50fb · outbound

This paper cites Mai: A multi-turn aggregation- iteration model for composed image retrieval.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Mai: A multi-turn aggregation- iteration model for composed image retrieval

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.605012Z

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Observation 0e6275c0-886e-40ec-9c56-8ffdf8686cb0 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 13

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Observation a7fe78e5-91cf-4dcf-82af-54c450071935 · outbound

This paper cites Semhitok: A unified image tokenizer via semantic-guided hierarchical codebook for multimodal understanding and generation.arXiv preprint arXiv:2503.06764, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Semhitok: A unified image tokenizer via semantic-guided hierarchical codebook for multimodal understanding and generation.arXiv preprint arXiv:2503.06764, 2025

Reference 14

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Observation 5b1cc51a-8109-4340-8a18-1e8590487aa4 · outbound

This paper cites ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation

Reference 15

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Observation df0a9eeb-3faf-47ed-84cb-1e5802130594 · outbound

This paper cites DreamLLM: Synergistic Multimodal Comprehension and Creation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation DreamLLM: Synergistic Multimodal Comprehension and Creation

Reference 16

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Observation 8ed18f1b-c6ee-44bf-8092-f2139cc88e44 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Taming transformers for high-resolution image synthesis

Reference 17

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Observation ec0c0661-7393-4f8f-8e30-722e711d7eea · outbound

This paper cites Eva-02: A visual representation for neon genesis.Image and Vision Computing, 149:105171, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Eva-02: A visual representation for neon genesis.Image and Vision Computing, 149:105171, 2024

Reference 18

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Observation f3ff8017-8113-478e-a766-99933325d007 · outbound

This paper cites Eva: Exploring the limits of masked visual representation learning at scale.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Eva: Exploring the limits of masked visual representation learning at scale

Reference 19

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Observation a9370ca3-f9b0-4ecd-9790-ca3683e7cd07 · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 20

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This paper cites Geneval: An object-focused framework for evaluating text-to-image alignment.Advances in Neural Information Processing Systems, 36:52132–52152, 2023.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Geneval: An object-focused framework for evaluating text-to-image alignment.Advances in Neural Information Processing Systems, 36:52132–52152, 2023

Reference 21

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Observation c5dfdd9f-140d-4262-92ef-2e1fb81f2bbf · outbound

This paper cites A survey on self-supervised learning: Algorithms, applications, and future trends.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation A survey on self-supervised learning: Algorithms, applications, and future trends.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Reference 22

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Observation 07d11dca-9be3-4a51-9a81-ff3f8b66c356 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 23

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Observation 4d2afe1e-87aa-4b55-9add-f11e96ef60c8 · outbound

This paper cites ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement

Reference 24

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Observation 808afccd-3930-4e07-9246-7950dbbabb36 · outbound

This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Gqa: A new dataset for real-world visual reasoning and compositional question answering

Reference 25

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This paper cites UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding

Reference 26

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Observation 5e474d8d-49d9-4e70-baca-5c8574236730 · outbound

This paper cites A diagram is worth a dozen images.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation A diagram is worth a dozen images

Reference 27

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UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unresolved cited work

Reference 28

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Observation e2dad82a-0490-4401-a0fa-dd809acb4476 · outbound

This paper cites Autoregressive image generation using residual quantization.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Autoregressive image generation using residual quantization

Reference 29

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Observation 9a5a63a1-7d84-4fa7-9c57-fe42d513137f · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation LLaVA-OneVision: Easy Visual Task Transfer

Reference 30

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This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 31

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Observation dfb0530e-9d56-4664-9f36-9be5475d79c5 · outbound

This paper cites A survey of multimodel large language models.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation A survey of multimodel large language models

Reference 32

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Observation 2208cd6b-3b7a-431b-924a-1ad2e4eedd7d · outbound

This paper cites Toklip: Marry visual tokens to clip for multimodal comprehension and generation, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Toklip: Marry visual tokens to clip for multimodal comprehension and generation, 2025

Reference 33

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Observation cb6bdd6f-6d7e-4939-8f90-cacfc8886da7 · outbound

This paper cites World Model on Million-Length Video And Language With Blockwise RingAttention.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation World Model on Million-Length Video And Language With Blockwise RingAttention

Reference 34

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Observation 69d9c7a3-63e9-4f07-b34c-8b154f8d7278 · outbound

This paper cites Improved baselines with visual instruction tuning.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Improved baselines with visual instruction tuning

Reference 35

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This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 36

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This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233

Reference 37

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Observation c07dfd61-d9a0-43b6-aea3-adad6cb73cf1 · outbound

This paper cites Decoupled Weight Decay Regularization.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Decoupled Weight Decay Regularization

Reference 38

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This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 39

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This paper cites Unitok: A unified tokenizer for visual generation and understanding.arXiv preprint arXiv:2502.20321, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unitok: A unified tokenizer for visual generation and understanding.arXiv preprint arXiv:2502.20321, 2025

Reference 40

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This paper cites JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

Reference 41

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This paper cites BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers

Reference 42

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This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 43

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This paper cites TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Reference 44

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This paper cites Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation

Reference 45

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This paper cites High- resolution image synthesis with latent diffusion models.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation High- resolution image synthesis with latent diffusion models

Reference 46

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This paper cites Scalable Image Tokenization with Index Backpropagation Quantization.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Scalable Image Tokenization with Index Backpropagation Quantization

Reference 47

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This paper cites Towards vqa models that can read.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Towards vqa models that can read

Reference 48

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This paper cites DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies

Reference 49

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This paper cites Journeydb: A benchmark for generative image understanding.Advances in neural information processing systems, 36:49659–49678, 2023.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Journeydb: A benchmark for generative image understanding.Advances in neural information processing systems, 36:49659–49678, 2023

Reference 50

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This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 51

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This paper cites Generative multimodal models are in-context learners.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Generative multimodal models are in-context learners

Reference 52

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This paper cites Emu: Generative Pretraining in Multimodality.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Emu: Generative Pretraining in Multimodality

Reference 53

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UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 54

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Observation 9780d705-0bc5-4c10-9ff9-0cdb2158c955 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Gemini: A Family of Highly Capable Multimodal Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.797577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61084d5c-aaa5-43f4-af9d-aa1f029122d5 · outbound

This paper cites Visual autoregressive modeling: Scalable image generation via next-scale prediction.Advances in neural information processing systems, 37:84839–84865, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Visual autoregressive modeling: Scalable image generation via next-scale prediction.Advances in neural information processing systems, 37:84839–84865, 2024

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.801688Z

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Observation 7a2b6382-157a-4e49-9676-8fe6d40a94d6 · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.805911Z

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Observation 1e630c62-7010-4cd4-90b4-3c0407fe3f0f · outbound

This paper cites Neural discrete representation learning.Advances in neural information processing systems, 30, 2017.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Neural discrete representation learning.Advances in neural information processing systems, 30, 2017

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.810741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a97a6a8-26bc-4f56-9a80-f7f0ead67f4b · outbound

This paper cites Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.815176Z

Source-reported events for the cited work

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Observation 8fe5a1de-7e37-4c94-9eb1-8fc0804bb377 · outbound

This paper cites ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.819756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e13fc24-4806-4e23-bae5-cebaa0c79874 · outbound

This paper cites Omnitok- enizer: A joint image-video tokenizer for visual generation.Advances in Neural Information Processing Systems, 37:28281–28295, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Omnitok- enizer: A joint image-video tokenizer for visual generation.Advances in Neural Information Processing Systems, 37:28281–28295, 2024

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.690847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a6f2efd-9e75-46b7-9c18-974d95f567e1 · outbound

This paper cites Image under- standing makes for a good tokenizer for image generation.Advances in Neural Information Processing Systems, 37:31015–31035, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Image under- standing makes for a good tokenizer for image generation.Advances in Neural Information Processing Systems, 37:31015–31035, 2024

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.670739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a8093d1-edb0-4dca-b5f1-fc8c28582e59 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.832665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 638346e8-1ae3-4000-b244-7d8e29d0f2e1 · outbound

This paper cites Image as a foreign lan- guage: Beit pretraining for vision and vision-language tasks.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Image as a foreign lan- guage: Beit pretraining for vision and vision-language tasks

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.837077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6c6446-7d35-42f3-9ac2-a12b09e0ca80 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Emu3: Next-Token Prediction is All You Need

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.841242Z

Source-reported events for the cited work

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Observation 5d49eb60-9db7-43d2-894d-a55ed865ddb7 · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.845919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa027142-f6a4-4ae2-bfcd-7fbd7e199ab2 · outbound

This paper cites Liquid: Language Models are Scalable and Unified Multi-modal Generators.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Liquid: Language Models are Scalable and Unified Multi-modal Generators

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.850509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4640a3a0-953a-4ead-be75-c1d4759418dc · outbound

This paper cites Next-gpt: Any-to-any multimodal llm.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Next-gpt: Any-to-any multimodal llm

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.636941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 58a09def-c607-40c0-b40f-9ea28861d1b1 · outbound

This paper cites Harmonizing Visual Representations for Unified Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.859294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a77910-e224-46a6-a252-85d2bdc4603f · outbound

This paper cites VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.863781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5143d83-63be-4c9c-be19-75acb5c5b9d2 · outbound

This paper cites Grok-1.5 vision preview, 6 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Grok-1.5 vision preview, 6 2024

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.616407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c1d8e90-0ad1-47b6-9d5e-1fdb31e97b4f · outbound

This paper cites OmniGen: Unified Image Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation OmniGen: Unified Image Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.873348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f267fa33-2a43-494f-843e-1cc236f425db · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.878313Z

Source-reported events for the cited work

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Observation eca16e4f-e042-4a5e-9470-7a5a5991c70b · outbound

This paper cites MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.883147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e4c5d69-034a-48fb-8da2-858ccd1c4813 · outbound

This paper cites Efficientsam: Leveraged masked image pretraining for efficient segment anything.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Efficientsam: Leveraged masked image pretraining for efficient segment anything

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.595479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1095fca2-3ae7-4175-a3c6-136135bc4670 · outbound

This paper cites Qwen2.5 Technical Report.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Qwen2.5 Technical Report

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.891862Z

Source-reported events for the cited work

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Observation ec5bb5e2-5f5d-428a-98da-e6ec69ca4aac · outbound

This paper cites Vector-quantized Image Modeling with Improved VQGAN.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Vector-quantized Image Modeling with Improved VQGAN

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.896781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29635d4e-8db5-4ee0-ab66-e5d08ade24e7 · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.901168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f74818-5d00-4ea5-92df-f2b5ab82163e · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.905672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf029f21-64fd-48ee-a43b-14918d731c36 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.910134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf06dac7-6d75-4178-848f-b79dcaa58976 · outbound

This paper cites Sigmoid loss for language image pre-training.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Sigmoid loss for language image pre-training

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.914438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ffabdac-a96f-46a5-84fe-6fb89690a743 · outbound

This paper cites Token dynamics: Towards efficient and dynamic video token representation for video large language models.arXiv preprint arXiv:2503.16980, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Token dynamics: Towards efficient and dynamic video token representation for video large language models.arXiv preprint arXiv:2503.16980, 2025

Reference 82

Resolution: verified exact; raw_fallback, observed 2026-08-06T23:01:50.399667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b8708d8-348c-4e4b-9285-0ba2dd27d76a · outbound

This paper cites Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567, 2025.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567, 2025

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.923951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf687e1a-b5f5-4563-a753-5427cbecb4a8 · outbound

This paper cites QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.928203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4809218-b996-4377-b2ec-af22cdef42a5 · outbound

This paper cites Online clustered codebook.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Online clustered codebook

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.932726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e2bf29-c556-4028-856a-f85857f84d14 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.937018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6459ee8c-5f34-43d2-9b3e-5fba6bd2d812 · outbound

This paper cites Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.941622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa43789-6d45-46a6-914e-9f32bf63ae11 · outbound

This paper cites Addressing representation collapse in vector quantized models with one linear layer.arXiv preprint arXiv:2411.02038, 2024.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Addressing representation collapse in vector quantized models with one linear layer.arXiv preprint arXiv:2411.02038, 2024

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.946448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365b6c50-2d1c-47e0-a6eb-2cab4993cf8b · outbound

This paper cites OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.951366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd75435d-6cf2-420b-88fc-211b99186a4d · outbound

This paper cites Let E={e 1, ...,eN } ⊂Rd denote visual embeddings sampled from a distribution p(e), and let C={c 1, ...,cK} ⊂Rd be a codebook with K discrete centroids.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Let E={e 1, ...,eN } ⊂Rd denote visual embeddings sampled from a distribution p(e), and let C={c 1, ...,cK} ⊂Rd be a codebook with K discrete centroids

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.534554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5289fcf7-54c8-430d-9dd6-f00fb34f66e5 · outbound

This paper cites an unresolved cited work.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:01:51.513926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c9382c1-2830-4073-8eae-1c713deb4564 · outbound

This paper cites Let y be a semantic target label (e.g., object class, scene type), and let v=Q(e) be the discrete token assigned to embeddinge.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Let y be a semantic target label (e.g., object class, scene type), and let v=Q(e) be the discrete token assigned to embeddinge

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:01:51.489877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a003bd6f-da76-4860-be9c-742ba2295ec1 · outbound

This paper cites an unresolved cited work.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:01:51.469848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af3ee04e-8a70-4148-bbd3-d27b89482896 · outbound

This paper cites an unresolved cited work.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:01:51.448653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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