🔹 Title: MARS-M: When Variance Reduction Meets Matrices
🔹 Publication Date: Published on Oct 20
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.21800
• PDF: https://arxiv.org/pdf/2510.21800
• Project Page: https://github.com/AGI-Arena/MARS/tree/main/MARS_M
• Github: https://github.com/AGI-Arena/MARS/tree/main/MARS_M
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🔹 Publication Date: Published on Oct 20
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.21800
• PDF: https://arxiv.org/pdf/2510.21800
• Project Page: https://github.com/AGI-Arena/MARS/tree/main/MARS_M
• Github: https://github.com/AGI-Arena/MARS/tree/main/MARS_M
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🔹 Title: Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23607
• PDF: https://arxiv.org/pdf/2510.23607
• Project Page: https://pointcept.github.io/Concerto/
• Github: https://github.com/Pointcept/Pointcept
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23607
• PDF: https://arxiv.org/pdf/2510.23607
• Project Page: https://pointcept.github.io/Concerto/
• Github: https://github.com/Pointcept/Pointcept
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🔹 Title: FARMER: Flow AutoRegressive Transformer over Pixels
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23588
• PDF: https://arxiv.org/pdf/2510.23588
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23588
• PDF: https://arxiv.org/pdf/2510.23588
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🔹 Title: IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22706
• PDF: https://arxiv.org/pdf/2510.22706
• Github: https://github.com/lifuguan/IGGT_official
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🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22706
• PDF: https://arxiv.org/pdf/2510.22706
• Github: https://github.com/lifuguan/IGGT_official
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🔹 Title: E^2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22733
• PDF: https://arxiv.org/pdf/2510.22733
• Project Page: https://alibaba-nlp.github.io/E2Rank/
• Github: https://alibaba-nlp.github.io/E2Rank
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🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22733
• PDF: https://arxiv.org/pdf/2510.22733
• Project Page: https://alibaba-nlp.github.io/E2Rank/
• Github: https://alibaba-nlp.github.io/E2Rank
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🔹 Title: PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23603
• PDF: https://arxiv.org/pdf/2510.23603
• Project Page: https://circleradon.github.io/PixelRefer/
• Github: https://github.com/alibaba-damo-academy/PixelRefer
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23603
• PDF: https://arxiv.org/pdf/2510.23603
• Project Page: https://circleradon.github.io/PixelRefer/
• Github: https://github.com/alibaba-damo-academy/PixelRefer
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🔹 Title: LimRank: Less is More for Reasoning-Intensive Information Reranking
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23544
• PDF: https://arxiv.org/pdf/2510.23544
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23544
• PDF: https://arxiv.org/pdf/2510.23544
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🔹 Title: RobotArena infty: Scalable Robot Benchmarking via Real-to-Sim Translation
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23571
• PDF: https://arxiv.org/pdf/2510.23571
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23571
• PDF: https://arxiv.org/pdf/2510.23571
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🔹 Title: Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation
🔹 Publication Date: Published on Oct 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.21003
• PDF: https://arxiv.org/pdf/2510.21003
• Github: https://imagination-research.github.io/distilled-decoding/
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🔹 Publication Date: Published on Oct 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.21003
• PDF: https://arxiv.org/pdf/2510.21003
• Github: https://imagination-research.github.io/distilled-decoding/
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🔹 Title: PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23594
• PDF: https://arxiv.org/pdf/2510.23594
• Github: https://github.com/JornyWan/PRISM-Bench
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23594
• PDF: https://arxiv.org/pdf/2510.23594
• Github: https://github.com/JornyWan/PRISM-Bench
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🔹 Title: ReCode: Unify Plan and Action for Universal Granularity Control
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23564
• PDF: https://arxiv.org/pdf/2510.23564
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23564
• PDF: https://arxiv.org/pdf/2510.23564
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🔹 Title: Knocking-Heads Attention
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23052
• PDF: https://arxiv.org/pdf/2510.23052
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23052
• PDF: https://arxiv.org/pdf/2510.23052
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🔹 Title: LightBagel: A Light-weighted, Double Fusion Framework for Unified Multimodal Understanding and Generation
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22946
• PDF: https://arxiv.org/pdf/2510.22946
• Project Page: https://ucsc-vlaa.github.io/LightBagel/
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22946
• PDF: https://arxiv.org/pdf/2510.22946
• Project Page: https://ucsc-vlaa.github.io/LightBagel/
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🔹 Title: LongCat-Video Technical Report
🔹 Publication Date: Published on Oct 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22200
• PDF: https://arxiv.org/pdf/2510.22200
• Github: https://github.com/meituan-longcat/LongCat-Video
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🔹 Publication Date: Published on Oct 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22200
• PDF: https://arxiv.org/pdf/2510.22200
• Github: https://github.com/meituan-longcat/LongCat-Video
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🔹 Title: Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23581
• PDF: https://arxiv.org/pdf/2510.23581
• Project Page: https://lookahead-anchoring.github.io/
• Github: https://lookahead-anchoring.github.io/
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23581
• PDF: https://arxiv.org/pdf/2510.23581
• Project Page: https://lookahead-anchoring.github.io/
• Github: https://lookahead-anchoring.github.io/
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🔹 Title: Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23605
• PDF: https://arxiv.org/pdf/2510.23605
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23605
• PDF: https://arxiv.org/pdf/2510.23605
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🔹 Title: VoMP: Predicting Volumetric Mechanical Property Fields
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22975
• PDF: https://arxiv.org/pdf/2510.22975
• Project Page: https://research.nvidia.com/labs/sil/projects/vomp
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22975
• PDF: https://arxiv.org/pdf/2510.22975
• Project Page: https://research.nvidia.com/labs/sil/projects/vomp
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🔹 Title: A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23587
• PDF: https://arxiv.org/pdf/2510.23587
• Github: https://github.com/HKUSTDial/awesome-data-agents
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23587
• PDF: https://arxiv.org/pdf/2510.23587
• Github: https://github.com/HKUSTDial/awesome-data-agents
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🔹 Title: Code Aesthetics with Agentic Reward Feedback
🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23272
• PDF: https://arxiv.org/pdf/2510.23272
• Project Page: https://bangx7.github.io/code-aesthetics/
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🔹 Publication Date: Published on Oct 27
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.23272
• PDF: https://arxiv.org/pdf/2510.23272
• Project Page: https://bangx7.github.io/code-aesthetics/
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🔹 Title: Memory-based Language Models: An Efficient, Explainable, and Eco-friendly Approach to Large Language Modeling
🔹 Publication Date: Published on Oct 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22317
• PDF: https://arxiv.org/pdf/2510.22317
• Github: https://github.com/antalvdb/olifant
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🔹 Publication Date: Published on Oct 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22317
• PDF: https://arxiv.org/pdf/2510.22317
• Github: https://github.com/antalvdb/olifant
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🔹 Title: Mitigating Attention Sinks and Massive Activations in Audio-Visual Speech Recognition with LLMS
🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22603
• PDF: https://arxiv.org/pdf/2510.22603
• Github: https://github.com/umbertocappellazzo/Llama-AVSR
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🔹 Publication Date: Published on Oct 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.22603
• PDF: https://arxiv.org/pdf/2510.22603
• Github: https://github.com/umbertocappellazzo/Llama-AVSR
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