Paper Citation Record · LEDGER

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 8 inbound Pith citation observations for arXiv:2505.20199.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.20199 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:51.531187Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:28:50.550124Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T20:18:57.809059Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy7
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c88e4405-c1a5-4475-9130-beac196e6031 · outbound

This paper cites Mc-llava: Multi-concept personalized vision-language model.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Mc-llava: Multi-concept personalized vision-language model

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.511872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb8de32-b1ee-4da1-b231-8f23996aa4c3 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.Advances in Neural Information Processing Systems, 34:17981–17993, 2021.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Structured denoising diffusion models in discrete state-spaces.Advances in Neural Information Processing Systems, 34:17981–17993, 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.570060Z

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Observation 6c711e3a-171c-41f4-8071-4e7c9703e028 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.656960Z

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Observation 2d417dcc-d24f-4905-8a0c-58a0bc361646 · outbound

This paper cites Piqa: Reasoning about phys- ical commonsense in natural language.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Piqa: Reasoning about phys- ical commonsense in natural language

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.962943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70ea18d0-010a-4e23-b3c8-685bb7bd7996 · outbound

This paper cites Language Models are Few-Shot Learners.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Language Models are Few-Shot Learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.742187Z

Source-reported events for the cited work

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Observation 28c06710-15ba-4595-9776-212bb645ba8a · outbound

This paper cites Qwen2-Audio Technical Report.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Qwen2-Audio Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.789663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1898e520-d12b-4f6a-b639-78b52d527bc8 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.834538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7987d214-24fa-48cc-b137-5a57a5c3765f · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.919867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36212fd-5f99-437c-8370-7d7eaa318439 · outbound

This paper cites Diffusion models beat gans on image synthesis.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Diffusion models beat gans on image synthesis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:48.985954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2aa6d7-ad04-4180-b363-38dd18886222 · outbound

This paper cites InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.041500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f57c52a3-bcf0-4666-adb7-7b9ca3c237f5 · outbound

This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.114110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc57c43-8cbb-4038-809e-562e70b82284 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Measuring Massive Multitask Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.172689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fb0d5d-4cb9-4642-b2ba-60b4484dc8f5 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Measuring Mathematical Problem Solving With the MATH Dataset

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.266384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b3904f-a44d-46a1-9f6d-4e4dc4ba9c6f · outbound

This paper cites Classifier-Free Diffusion Guidance.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Classifier-Free Diffusion Guidance

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.316138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0924a6f9-6d54-4a8a-b08f-abb53c564eb3 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.406493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842e876f-1bd5-4b88-bc65-c55aba5f5503 · outbound

This paper cites WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.477482Z

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Observation 0f670645-5e70-498e-9146-f62a2ba183aa · outbound

This paper cites Onetracker: Unifying visual object tracking with foundation models and efficient tuning.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Onetracker: Unifying visual object tracking with foundation models and efficient tuning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.764403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 586dc4b6-e0bf-40c9-bc10-d2a455273fe8 · outbound

This paper cites Mistral 7B.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.614459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b8d8c4-3fe4-41c9-9e42-73443006e4ee · outbound

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

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.682060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a087b690-aff2-4963-85ee-3e10387e1bf0 · outbound

This paper cites Diffusion-lm improves controllable text generation.Advances in Neural Information Processing Systems, 35:4328–4343, 2022.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Diffusion-lm improves controllable text generation.Advances in Neural Information Processing Systems, 35:4328–4343, 2022

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.626308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3679440-dbc2-4385-ae6b-e0f769367991 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.806421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f354050-f7e7-4858-9705-1ebfff37fe27 · outbound

This paper cites Draw-and-understand: Leveraging visual prompts to enable MLLMs to comprehend what you want.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Draw-and-understand: Leveraging visual prompts to enable MLLMs to comprehend what you want

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.511466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e084b31-5a22-40e6-9e10-d89938c64ef1 · outbound

This paper cites Diffusion Guided Language Modeling.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Diffusion Guided Language Modeling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:49.943705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3294a5e3-16a9-4242-8d3b-63e808f28ae4 · outbound

This paper cites EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.004612Z

Source-reported events for the cited work

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Observation 3db6f4da-c7b1-4525-a970-9c923d4ec814 · outbound

This paper cites Scaling up Masked Diffusion Models on Text.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Scaling up Masked Diffusion Models on Text

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.051182Z

Source-reported events for the cited work

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Observation 75abdaee-89af-42be-9eb6-ccc4cfcd01b5 · outbound

This paper cites Large Language Diffusion Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Large Language Diffusion Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.127508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5bdba71-ee96-4281-843d-c9a865f03715 · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.190560Z

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Unavailable: canonical work link unavailable.

Observation 7b1c1a42-e288-4954-8555-1c8988de3c2f · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.256800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00936d8-35b6-40a8-93c3-df05109d41d0 · outbound

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

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking High- resolution image synthesis with latent diffusion models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.335456Z

Source-reported events for the cited work

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Observation ca845ee7-240f-46c5-9962-935a807488eb · outbound

This paper cites Simple and Effective Masked Diffusion Language Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Simple and Effective Masked Diffusion Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.400262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef0d40e-9859-49b0-8699-821d1571346d · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.Communications of the ACM, 64(9):99–106, 2021.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Winogrande: An adversarial winograd schema challenge at scale.Communications of the ACM, 64(9):99–106, 2021

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.484702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d5c5a0-cbb6-4b18-9371-fb17b54455da · outbound

This paper cites Simplified and Generalized Masked Diffusion for Discrete Data.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Simplified and Generalized Masked Diffusion for Discrete Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.570998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b3b38c3-5f0c-4666-ae81-e5e15d801bd5 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.654748Z

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Observation 5d79ee8a-0610-4a7d-b2e6-4fac78f3c678 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.727291Z

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Observation 517fbbd5-0aa4-4665-b31d-05e4a5834a4f · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking LLaMA: Open and Efficient Foundation Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.817163Z

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Observation 2459b9dc-9ff3-4a76-babf-f4ff967a292d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:50.906767Z

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Observation d20de693-5f1a-4804-96db-b5ecec9c7cf0 · outbound

This paper cites DynaPrompt: Dynamic Test-Time Prompt Tuning.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking DynaPrompt: Dynamic Test-Time Prompt Tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.028320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e10210cc-e5a5-4fef-8d85-ad5887470057 · outbound

This paper cites A Sanity Check for AI-generated Image Detection.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking A Sanity Check for AI-generated Image Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.097718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adccb40-9494-4552-8bfa-4081131f44e1 · outbound

This paper cites Panovos: Bridging non-panoramic and panoramic views with transformer for video segmentation.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Panovos: Bridging non-panoramic and panoramic views with transformer for video segmentation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.340487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa3e95d8-774b-4949-805b-b37b9258045f · outbound

This paper cites Referred by multi-modality: A unified temporal transformer for video object segmentation.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Referred by multi-modality: A unified temporal transformer for video object segmentation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.243198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 560caf48-9395-40b8-95d6-3f9797000f7a · outbound

This paper cites Crosslmm: Decoupling long video sequences from lmms via dual cross-attention mechanisms.arXiv preprint arXiv:2505.17020, 2025.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Crosslmm: Decoupling long video sequences from lmms via dual cross-attention mechanisms.arXiv preprint arXiv:2505.17020, 2025

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.295934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aabd527-2a11-4cac-bfbb-9034ec3c56b2 · outbound

This paper cites Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.388338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3daa7694-1120-4cc5-9b87-ccc03ac2f6f1 · outbound

This paper cites Dream 7b, 2025.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Dream 7b, 2025

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:52.127689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 527e2970-14fe-44ba-b605-48263169085a · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.531187Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2a956cf1-ae25-4766-b8ad-c7bd48c1d1f9 · inbound

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning cites this paper.

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:50.550124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ef1d61-325d-42ea-9cdf-a47655720c0d · inbound

Undress to Redress: A Training-Free Framework for Virtual Try-On cites this paper.

Undress to Redress: A Training-Free Framework for Virtual Try-On Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T22:04:33.653346Z

Source-reported events for the cited work

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Observation 4cfa6e64-c405-405d-9a6c-5821823bd3d7 · inbound

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality cites this paper.

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:46.931475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e28517-62cc-4f7d-bf69-cddcbb1f1cc5 · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:20.429225Z

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Observation ab2684e8-e9f1-441e-a297-2f8c27aa353b · inbound

Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance cites this paper.

Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T14:43:13.484748Z

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Observation 4595b529-7ded-4409-a460-a455aad89d89 · inbound

Focus on the Core: Empowering Diffusion Large Language Models by Self-Contrast cites this paper.

Focus on the Core: Empowering Diffusion Large Language Models by Self-Contrast Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:46:23.314797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97a80095-3543-4597-9c44-c85d8c2aea37 · inbound

Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models cites this paper.

Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:28:04.379513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78aed72a-3be6-465d-bb2e-2d3239ccbbb4 · inbound

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning cites this paper.

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:18:57.812047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.