LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos | Paper Citation Record

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This paper cites Qwen2.5-VL Technical Report.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Qwen2.5-VL Technical Report

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

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This paper cites arXiv preprint arXiv:2504.03151 (2025).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos arXiv preprint arXiv:2504.03151 (2025)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos arXiv preprint arXiv:2510.20696 (2025) 16 C

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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This paper cites In: International Conference on Learning Representations (2025),https: //openreview.net/forum?id=wCXAlfvCy6.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2025),https: //openreview.net/forum?id=wCXAlfvCy6

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

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This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 10

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This paper cites In: International Conference on Learning Representations (2024),https://openreview.net/forum?id=5Ca9sSzuDp.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2024),https://openreview.net/forum?id=5Ca9sSzuDp

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This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (4), 532–550 (1987).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Pattern Analysis and Machine Intelligence (4), 532–550 (1987)

Reference 12

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=zKv8qULV6n

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

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This paper cites In: Proceedings of the Conference on Empirical Methods in Natural Language Processing.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the Conference on Empirical Methods in Natural Language Processing

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos io/blog/2024-01-30-llava-next/

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This paper cites Advances in Neural Information Processing Systems36, 34892–34916 (2023).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 34892–34916 (2023)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Advances in Neural Information Processing Systems (2025), https://openreview.net/forum?id=QaZxGWlbgO

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 46212–46244 (2023)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Advances in Neural Information Processing Systems (2025),https://openreview.net/forum? id=5xPvWat3IX

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Circuits and Systems for Video Technology (2025)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Kwai Keye-VL Technical Report

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: European Conference on Computer Vision

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Image Processing 13(4), 600–612 (2004)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems37, 28828–28857 (2024)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Conference on Language Modeling (2025),https://openreview.net/forum?id=L7jS3peM3w

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF International Conference on Computer Vision

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 76749–76771 (2023)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the Conference on Empirical Methods in Natural Language Processing

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos LENS: Adaptive Spatio-Temporal Zooming in Long-Form Videos 19 Transactions on Machine Learning Research (2026),https://openreview.net/ forum?id=KZYhyilFnt

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems37, 32111–32136 (2024)

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: The Thirteenth International Conference on Learning Representations (2025),https: //openreview.net/forum?id=tTBXePRKSx

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos PROGRESSLM: Towards Progress Reasoning in Vision-Language Models

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LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics

Reference 54

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Observation 4695fe0f-5a11-421d-b571-2cb31cbcb2f7 · outbound

This paper cites Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=30RAWQVGlx.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=30RAWQVGlx

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.577475Z

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Observation 410a8cab-8446-4e85-994d-0b1884437b0e · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.580319Z

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Observation 7fee915e-aa35-450c-9915-372b4cc0758a · outbound

This paper cites ACM Computing Surveys58(7), 1–36 (2026).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos ACM Computing Surveys58(7), 1–36 (2026)

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.583754Z

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Observation af5ad18f-f506-4be1-a564-71603509eeb1 · outbound

This paper cites Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=EElFGvt39K.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=EElFGvt39K

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.586611Z

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Observation 80547fe7-96c1-4f54-9bff-2236f9d377b4 · outbound

This paper cites Advances in Neural Information Processing Systems16, 321–328 (2003).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems16, 321–328 (2003)

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.589701Z

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Observation 45b1b2ba-7dac-4d7b-8250-83e7760d659e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.592534Z

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Observation 4468465c-8542-4c9f-bc08-f54b645b66f1 · outbound

This paper cites In: International Conference on Learning Representations (2024),https://openreview.net/forum? id=1tZbq88f27.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2024),https://openreview.net/forum? id=1tZbq88f27

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.595579Z

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Observation ea7c5707-ca62-4885-ae24-4a8404197236 · outbound

This paper cites What is the main idea of the video?.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos What is the main idea of the video?

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-31T00:41:45.598802Z

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