Paper Citation Record · LEDGER

Images are Worth Variable Length of Representations

As of 19 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 2 inbound Pith citation observations for arXiv:2506.03643.

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

pith.paper-citation-record.v1
2506.03643 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:05:22.416317Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:09:25.049534Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:06:44.335867Z

Reference resolution

62 of 62 outbound references displayed

verified exact0
verified fuzzy20
unresolved40
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5fa297b5-09a8-47db-b861-d400370d9dc8 · outbound

This paper cites GPT-4 Technical Report.

Images are Worth Variable Length of Representations GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.235943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45912b42-4cdf-44e2-9917-854b7273e822 · outbound

This paper cites Gqa: Training generalized multi-query transformer models from multi-head checkpoints, 2023.

Images are Worth Variable Length of Representations Gqa: Training generalized multi-query transformer models from multi-head checkpoints, 2023

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.239610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d03f0524-d703-4c29-84d8-f74e3ed3d7c6 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35:23716–23736, 2022.

Images are Worth Variable Length of Representations Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35:23716–23736, 2022

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.242682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f8e363-b706-42b5-8f02-f5da44c53879 · outbound

This paper cites Revisiting active perception.Autonomous Robots, 42:177–196, 2018.

Images are Worth Variable Length of Representations Revisiting active perception.Autonomous Robots, 42:177–196, 2018

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.934151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd3a7952-9f8a-4c5d-a704-96bcde14e1db · outbound

This paper cites Blur image detection using laplacian operator and open-cv.

Images are Worth Variable Length of Representations Blur image detection using laplacian operator and open-cv

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.924943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f132ad6e-5e22-4f43-a69a-77c5872919e6 · outbound

This paper cites Statistical inference for probabilistic functions of finite state markov chains.The annals of mathematical statistics, 37(6):1554–1563, 1966.

Images are Worth Variable Length of Representations Statistical inference for probabilistic functions of finite state markov chains.The annals of mathematical statistics, 37(6):1554–1563, 1966

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.914977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 891de3fe-d2f9-477f-8142-191130b5ae5e · outbound

This paper cites Pythia: A suite for analyzing large language models across training and scaling.

Images are Worth Variable Length of Representations Pythia: A suite for analyzing large language models across training and scaling

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.904132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01c49392-716c-4588-a8b7-6ca5ececbaaf · outbound

This paper cites Token merging: Your vit but faster.

Images are Worth Variable Length of Representations Token merging: Your vit but faster

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.257886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4bbdee-535d-4a74-9173-da359f52b388 · outbound

This paper cites Food-101 – mining discriminative components with random forests.

Images are Worth Variable Length of Representations Food-101 – mining discriminative components with random forests

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.260665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2172ddcb-58ec-4afc-ac8b-c87d2e38167b · outbound

This paper cites Emerging properties in self-supervised vision transformers.

Images are Worth Variable Length of Representations Emerging properties in self-supervised vision transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.263449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e44a12e4-71b8-4b62-b426-1cd75b084c70 · outbound

This paper cites Efficient large multi-modal models via visual context compression.

Images are Worth Variable Length of Representations Efficient large multi-modal models via visual context compression

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.873209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01fa2fea-701b-42d8-a567-8bd7311bcea3 · outbound

This paper cites Review of image classification algorithms based on convolutional neural networks.Remote Sensing, 13(22):4712, 2021.

Images are Worth Variable Length of Representations Review of image classification algorithms based on convolutional neural networks.Remote Sensing, 13(22):4712, 2021

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.862922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca84c8ff-6e6b-486e-b2f8-78b8f3a4b496 · outbound

This paper cites An empirical study of smoothing techniques for language modeling.

Images are Worth Variable Length of Representations An empirical study of smoothing techniques for language modeling

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.852630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d482209-8cb5-4eab-a1d2-0e307aee191e · outbound

This paper cites Cimpoi, S.

Images are Worth Variable Length of Representations Cimpoi, S

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.274496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7ac09b-2df3-4c41-b5d0-2c3d7ccca8a1 · outbound

This paper cites An analysis of single layer networks in unsupervised feature learning aistats.

Images are Worth Variable Length of Representations An analysis of single layer networks in unsupervised feature learning aistats

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.836894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9be1d94-02f7-47eb-b6b9-6470a20c06c5 · outbound

This paper cites Scaling up dataset distillation to imagenet-1k with constant memory.

Images are Worth Variable Length of Representations Scaling up dataset distillation to imagenet-1k with constant memory

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.280475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6443a4-945f-40b8-b154-11e647a0239c · outbound

This paper cites Top-down control of eye movements: Yarbus revisited.Visual Cognition, 17(6-7):790–811, 2009.

Images are Worth Variable Length of Representations Top-down control of eye movements: Yarbus revisited.Visual Cognition, 17(6-7):790–811, 2009

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.820288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c76268b8-cb52-4d1e-a89b-0b55abb2c568 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Images are Worth Variable Length of Representations Imagenet: A large-scale hierarchical image database

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.809368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff348b87-899f-4bd0-9660-cbc8c5a06b90 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Images are Worth Variable Length of Representations An image is worth 16x16 words: Transformers for image recognition at scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.289289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92471137-7e22-4321-8b0b-a8cba96c9d0f · outbound

This paper cites Adaptive length image tok- enization via recurrent allocation.

Images are Worth Variable Length of Representations Adaptive length image tok- enization via recurrent allocation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.791905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b25f19e-82c0-4e3e-90c4-99087b80d5c5 · outbound

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

Images are Worth Variable Length of Representations Taming transformers for high-resolution image synthesis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.295367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c113f2-cfef-4850-8774-b2cb5ebb92f9 · outbound

This paper cites Multimodal autoregressive pre-training of large vision encoders, 2024.

Images are Worth Variable Length of Representations Multimodal autoregressive pre-training of large vision encoders, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.775879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7e007a9-dfd4-4daf-8305-60905aef446f · outbound

This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answering, 2017.

Images are Worth Variable Length of Representations Making the v in vqa matter: Elevating the role of image understanding in visual question answering, 2017

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.301186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6bd0c5f-092f-44b4-b79f-b4dcf9d75158 · outbound

This paper cites The Llama 3 Herd of Models.

Images are Worth Variable Length of Representations The Llama 3 Herd of Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.304085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe918958-fb65-46b5-ba89-513bb74ace0d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Images are Worth Variable Length of Representations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.307061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43299d14-b086-4b06-b686-53aa23a0cc53 · outbound

This paper cites A review of semantic segmentation using deep neural networks.International journal of multimedia information retrieval, 7:87–93, 2018.

Images are Worth Variable Length of Representations A review of semantic segmentation using deep neural networks.International journal of multimedia information retrieval, 7:87–93, 2018

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.758858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 019de7a3-6c95-41e8-9e30-3ea473633ec8 · outbound

This paper cites A brief survey on semantic segmentation with deep learning.

Images are Worth Variable Length of Representations A brief survey on semantic segmentation with deep learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.312920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f972e5-dcc0-4816-9149-9f89f62bbbe1 · outbound

This paper cites Hierarchical cross-modal agent for robotics vision-and-language navigation.

Images are Worth Variable Length of Representations Hierarchical cross-modal agent for robotics vision-and-language navigation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.741335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6bece6e8-d26d-4f67-b9c6-82763fa8dad1 · outbound

This paper cites Perceiver IO: A General Architecture for Structured Inputs & Outputs.

Images are Worth Variable Length of Representations Perceiver IO: A General Architecture for Structured Inputs & Outputs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.319209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3001747-ebb7-4a85-b3d1-db8d77ccf7f0 · outbound

This paper cites Perceiver: General perception with iterative attention.

Images are Worth Variable Length of Representations Perceiver: General perception with iterative attention

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.322257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b001137-dc8a-4ab0-a6e0-3bccaf5394aa · outbound

This paper cites Auto-encoding variational bayes, 2013.

Images are Worth Variable Length of Representations Auto-encoding variational bayes, 2013

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.324996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a19078-aea1-4d25-ba63-b83344cfb3e3 · outbound

This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.International journal of computer vision, 123:32–73, 2017.

Images are Worth Variable Length of Representations Visual genome: Connecting language and vision using crowdsourced dense image annotations.International journal of computer vision, 123:32–73, 2017

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.327905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ee6020-27b0-4d1c-8767-75c13e86566b · outbound

This paper cites Learning multiple layers of features from tiny images.

Images are Worth Variable Length of Representations Learning multiple layers of features from tiny images

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.330945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77620b32-7059-4b66-a838-71e014c302c0 · outbound

This paper cites an unresolved cited work.

Images are Worth Variable Length of Representations Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.334047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9380372-0304-4957-9e22-d96bf19a583d · outbound

This paper cites The roles of vision and eye movements in the control of activities of daily living.Perception, 28(11):1311–1328, 1999.

Images are Worth Variable Length of Representations The roles of vision and eye movements in the control of activities of daily living.Perception, 28(11):1311–1328, 1999

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.698087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42c60635-8e1e-4e20-972e-3a8ba85d4ffe · outbound

This paper cites Microsoft coco: Common objects in context.

Images are Worth Variable Length of Representations Microsoft coco: Common objects in context

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.340117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f52a53eb-89ab-4977-b03b-1fc26cb8d4c5 · outbound

This paper cites Visual instruction tuning, 2023.

Images are Worth Variable Length of Representations Visual instruction tuning, 2023

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.681102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 96561ff4-5ad4-48de-8efe-babd7df27e49 · outbound

This paper cites A survey of image classification methods and techniques for improving classification performance.International journal of Remote sensing, 28(5):823–870, 2007.

Images are Worth Variable Length of Representations A survey of image classification methods and techniques for improving classification performance.International journal of Remote sensing, 28(5):823–870, 2007

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.670826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e3f4811-8715-4b05-a7b0-9bbde605c2c1 · outbound

This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering, 2022.

Images are Worth Variable Length of Representations Learn to explain: Multimodal reasoning via thought chains for science question answering, 2022

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.348474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5692391d-aa2f-4c6c-a73f-199b11dd5a1a · outbound

This paper cites Fine-grained visual classification of aircraft, 2013.

Images are Worth Variable Length of Representations Fine-grained visual classification of aircraft, 2013

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.351532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00df95de-f42a-4d2f-9812-6f9301f61c5f · outbound

This paper cites Ok-vqa: A visual question answering benchmark requiring external knowledge, 2019.

Images are Worth Variable Length of Representations Ok-vqa: A visual question answering benchmark requiring external knowledge, 2019

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.354914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da9feef-d2de-41b9-a215-da20f4d4b611 · outbound

This paper cites Chartqa: A benchmark for question answering about charts with visual and logical reasoning, 2022.

Images are Worth Variable Length of Representations Chartqa: A benchmark for question answering about charts with visual and logical reasoning, 2022

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.357727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8df15e-85fb-43e6-bb6a-f7c9738b71e3 · outbound

This paper cites V Jawahar.

Images are Worth Variable Length of Representations V Jawahar

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.360520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92654c2-b6b8-4e24-9f1a-081cd8ab8de1 · outbound

This paper cites an unresolved cited work.

Images are Worth Variable Length of Representations Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.363555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaeaaffa-f164-4f98-8d82-5f7d2d7c1063 · outbound

This paper cites Stl-10, nov 2024.

Images are Worth Variable Length of Representations Stl-10, nov 2024

Reference 45

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T11:05:22.619520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ae2af82-135c-4123-8a5c-2f48793d3f72 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Images are Worth Variable Length of Representations Learning transferable visual models from natural language supervision

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.368954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b92334-15b0-45d2-94c7-f836d7634716 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Images are Worth Variable Length of Representations Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.371771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ca220c-212c-444f-8b32-e6b1ef1576ec · outbound

This paper cites Dynamicvit: Efficient vision transformers with dynamic token sparsification.Advances in neural information processing systems, 34:13937–13949, 2021.

Images are Worth Variable Length of Representations Dynamicvit: Efficient vision transformers with dynamic token sparsification.Advances in neural information processing systems, 34:13937–13949, 2021

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.374870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be09f3f-052c-41df-aa96-d8b96c5b0430 · outbound

This paper cites Generating diverse high-fidelity images with vq-vae-2.

Images are Worth Variable Length of Representations Generating diverse high-fidelity images with vq-vae-2

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.377480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a6ba60-4198-4c95-bf35-0f7e44931193 · outbound

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

Images are Worth Variable Length of Representations High-resolution image synthesis with latent diffusion models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.381721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8720a3-f6eb-49ed-81c7-91b2fcbd33f4 · outbound

This paper cites Towards vqa models that can read, 2019.

Images are Worth Variable Length of Representations Towards vqa models that can read, 2019

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.384499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05203ea4-08d8-4c28-9b26-bfc328771026 · outbound

This paper cites Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999.

Images are Worth Variable Length of Representations Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.387502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8866789d-7efd-46b3-91d9-5bbeb1ed0fcb · outbound

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

Images are Worth Variable Length of Representations Gemini: A Family of Highly Capable Multimodal Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.390224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e42155a-daaf-4746-9f3f-11801312b986 · outbound

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

Images are Worth Variable Length of Representations Neural discrete representation learning.Advances in neural information processing systems, 30, 2017

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.393356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13295d0-1535-4bae-b745-3635609c0cdd · outbound

This paper cites Attention is all you need.

Images are Worth Variable Length of Representations Attention is all you need

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.396119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6c02abb-3fb2-480d-8926-60765e2584e4 · outbound

This paper cites Supervised hashing for image retrieval via image representation learning.

Images are Worth Variable Length of Representations Supervised hashing for image retrieval via image representation learning

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.558474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 584a92dd-b964-41ec-8b3b-20017a04943d · outbound

This paper cites Ehinger, Aude Oliva, and Antonio Torralba.

Images are Worth Variable Length of Representations Ehinger, Aude Oliva, and Antonio Torralba

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.548329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bc20ad02-831e-4c8b-b824-d8e030d24534 · outbound

This paper cites A-vit: Adaptive tokens for efficient vision transformer.

Images are Worth Variable Length of Representations A-vit: Adaptive tokens for efficient vision transformer

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.404732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7f27687-3010-43f3-bdbe-4f0cc2ef0e23 · outbound

This paper cites Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.

Images are Worth Variable Length of Representations Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.407403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1ff9be-878a-4111-aedb-0634abbdcec8 · outbound

This paper cites An image is worth 32 tokens for reconstruction and generation.Advances in Neural Information Processing Systems, 37:128940–128966, 2024.

Images are Worth Variable Length of Representations An image is worth 32 tokens for reconstruction and generation.Advances in Neural Information Processing Systems, 37:128940–128966, 2024

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.410713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88729760-bbb3-4dce-b971-1b0cccb86c0b · outbound

This paper cites Object detection with deep learning: A review.IEEE transactions on neural networks and learning systems, 30(11):3212–3232, 2019.

Images are Worth Variable Length of Representations Object detection with deep learning: A review.IEEE transactions on neural networks and learning systems, 30(11):3212–3232, 2019

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:05:22.525814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73c305e8-6a6d-4ba0-b741-f6e23dfe44ca · outbound

This paper cites STOP” on a sign as “SHOP.

Images are Worth Variable Length of Representations STOP” on a sign as “SHOP

Reference 62

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:05:22.514936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation acf9eb43-b6b6-45a5-8c17-8e97430f7680 · inbound

DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking cites this paper.

DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking Images are Worth Variable Length of Representations

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:10:05.814629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b64c07e-428e-4fbb-9902-0b96192c6b33 · inbound

ChannelTok: Efficient Flexible-Length Vision Tokenization cites this paper.

ChannelTok: Efficient Flexible-Length Vision Tokenization Images are Worth Variable Length of Representations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.338154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.