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2412.20005
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OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
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https://github.com/zjunlp/oneke
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Ningyu
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2024-12-31
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2412.21139
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Training Software Engineering Agents and Verifiers with SWE-Gym
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https://github.com/swe-gym/swe-gym
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Jiayi-Pan
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2024-12-31
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2412.21199
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HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation
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zjy2001
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2024-12-31
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2412.20422
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Bringing Objects to Life: 4D generation from 3D objects
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https://github.com/ohad204/3to4D
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ohad204
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https://github.com/ohad204/3to4D/issues/1
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2024-12-31
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2412.21140
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Facilitating large language model Russian adaptation with Learned Embedding Propagation
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RefalMachine
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2024-12-31
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2412.21206
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PERSE: Personalized 3D Generative Avatars from A Single Portrait
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https://github.com/snuvclab/perse
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HyunsooCha
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https://github.com/snuvclab/perse/issues/1
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2024-12-31
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Slow Perception: Let's Perceive Geometric Figures Step-by-step
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https://github.com/Ucas-HaoranWei/Slow-Perception
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akhaliq
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https://github.com/Ucas-HaoranWei/Slow-Perception/issues/1
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2024-12-31
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2412.21187
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Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
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akhaliq
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2025-01-02
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2412.19638
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Xmodel-2 Technical Report
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valeriaWong
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2025-01-02
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2412.19723
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OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
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QiushiSun
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2025-01-02
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2412.20735
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HUNYUANPROVER: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving
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freesunshine0316
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2025-01-02
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2412.20800
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VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
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https://github.com/fenfenfenfan/VMix
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fenfan
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https://vmix-diffusion.github.io/VMix
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2025-01-02
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2412.20750
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Are Vision-Language Models Truly Understanding Multi-vision Sensor?
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https://github.com/top-yun/ms-pr
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topyun
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2025-01-03
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2501.01427
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VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
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xichenhku
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https://videoanydoor.github.io/
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2025-01-03
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2501.01264
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ProgCo: Program Helps Self-Correction of Large Language Models
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dongguanting
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2025-01-03
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2501.01149
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A3: Android Agent Arena for Mobile GUI Agents
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Yuxiang007
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https://yuxiangchai.github.io/Android-Agent-Arena/
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2025-01-03
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2501.00192
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MLLM-as-a-Judge for Image Safety without Human Labeling
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ztwang
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2025-01-03
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2501.01423
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Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
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https://github.com/hustvl/LightningDiT
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xiazhi
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2025-01-03
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2501.00599
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VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
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https://github.com/DAMO-NLP-SG/VideoRefer
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CircleRadon
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https://github.com/DAMO-NLP-SG/VideoRefer/issues/1
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2025-01-03
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2501.00958
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2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
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zwq2018
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2025-01-03
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2501.01245
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SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization
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https://github.com/KyleHuang9/SeFAR
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Harold328
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2025-01-03
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2501.01054
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Dynamic Scaling of Unit Tests for Code Reward Modeling
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KAKA22
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2025-01-03
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2501.01257
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CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
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akhaliq
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2025-01-03
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2412.21015
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MapQaTor: A System for Efficient Annotation of Map Query Datasets
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https://github.com/MapQaTor/.github/tree/main/profile
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mahirlabibdihan
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2025-01-03
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2501.00658
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Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
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https://github.com/VITA-Group/SSM-Bottleneck
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peihaowang
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https://github.com/VITA-Group/SSM-Bottleneck/issues/1
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2025-01-03
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2501.00316
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MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
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https://github.com/MapEval/.github/tree/main/profile
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mahirlabibdihan
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2025-01-03
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2501.01320
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SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
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Iceclear
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https://iceclear.github.io/projects/seedvr/
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2025-01-03
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2501.00103
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LTX-Video: Realtime Video Latent Diffusion
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https://github.com/Lightricks/LTX-Video
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akhaliq
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https://huggingface.co/Lightricks/LTX-Video/discussions/53
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2025-01-03
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2501.00712
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Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding
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https://github.com/VITA-Group/TAPE
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lanczos
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https://github.com/VITA-Group/TAPE/issues/1
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2025-01-03
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2501.01407
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Nested Attention: Semantic-aware Attention Values for Concept Personalization
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orpatashnik
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2025-01-03
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2501.00910
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Population Aware Diffusion for Time Series Generation
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https://github.com/wmd3i/PaD-TS
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littlestone111
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https://github.com/wmd3i/PaD-TS/issues/1
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2025-01-03
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2501.01426
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NEW_ARTIFACTS
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Unifying Specialized Visual Encoders for Video Language Models
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https://github.com/princetonvisualai/merv
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tyleryzhu
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https://github.com/princetonvisualai/merv/issues/3
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https://tylerzhu.com/merv
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2025-01-06
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2501.01895
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NO_CODE_YET
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EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation
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SiyuanH
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https://sites.google.com/view/enerverse
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2025-01-06
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2501.01957
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VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
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https://github.com/VITA-MLLM/VITA
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akhaliq
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https://github.com/VITA-MLLM/VITA/issues/79
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https://huggingface.co/VITA-MLLM/VITA-1.5/discussions/2
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open
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2025-01-06
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2501.01904
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Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
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akhaliq
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2025-01-06
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2501.00874
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NO_CODE_YET
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LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models
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Franck-Dernoncourt
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2025-01-06
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2501.01073
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NO_CODE_YET
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Graph Generative Pre-trained Transformer
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Dominic789654
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2025-01-06
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2412.21059
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VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
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https://github.com/thudm/visionreward
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xujz0703
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https://github.com/THUDM/VisionReward/issues/2
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open
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2025-01-06
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2501.01540
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NO_ARTIFACTS
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BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery
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https://github.com/kanishkg/boxing-gym
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obiwan96
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2025-01-06
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2501.01821
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SDPO: Segment-Level Direct Preference Optimization for Social Agents
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https://github.com/alibabaresearch/damo-convai
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KAB1314
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2025-01-07
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2501.03006
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TransPixar: Advancing Text-to-Video Generation with Transparency
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wileewang
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2025-01-07
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2501.02976
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STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
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SherryX
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https://github.com/NJU-PCALab/STAR/issues/2
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https://huggingface.co/SherryX/STAR/discussions/1/files
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closed
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2025-01-07
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2501.02045
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METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring
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oliu-io
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2025-01-07
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2501.02157
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NEW_ARTIFACTS
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Personalized Graph-Based Retrieval for Large Language Models
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https://github.com/pgraphrag-benchmark/pgr-llm
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Franck-Dernoncourt
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https://github.com/PGraphRAG-benchmark/PGR-LLM/issues/1
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open
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2025-01-07
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2501.01790
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NEW_ARTIFACTS
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Ingredients: Blending Custom Photos with Video Diffusion Transformers
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https://github.com/feizc/Ingredients
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BestWishYsh
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https://huggingface.co/feizhengcong/Ingredients/discussions/1 https://huggingface.co/datasets/feizhengcong/Ingredients/discussions/2
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2025-01-07
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2501.02506
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ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
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akhaliq
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2025-01-07
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2501.02497
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Test-time Computing: from System-1 Thinking to System-2 Thinking
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https://github.com/dereck0602/awesome_test_time_llms
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akhaliq
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2025-01-07
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2501.02690
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NO_CODE_YET
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GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking
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https://github.com/wkbian/GS-DiT
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wangfuyun
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https://wkbian.github.io/Projects/GS-DiT/
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2025-01-07
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2501.02832
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Samba-asr state-of-the-art speech recognition leveraging structured state-space models
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SyedAbdul
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2025-01-07
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2501.01830
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Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
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https://github.com/icip-cas/Auto-RT
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zuijiang
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https://github.com/icip-cas/Auto-RT/issues/1
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2025-01-07
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2501.03218
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Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction
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https://github.com/mark12ding/dispider
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myownskyW7
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https://github.com/Mark12Ding/Dispider/issues/1
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2025-01-07
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2501.03059
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Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
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GuyYariv
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https://guyyariv.github.io/TTM/
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2025-01-07
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BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning
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https://github.com/beichenzbc/booststep
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myownskyW7
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https://github.com/beichenzbc/BoostStep/issues/1
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2025-01-07
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2501.02576
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DepthMaster: Taming Diffusion Models for Monocular Depth Estimation
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RuijieZhu
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https://indu1ge.github.io/DepthMaster_page
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2025-01-07
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2501.02423
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Scaling Laws for Floating Point Quantization Training
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Ruobing-Xie
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2025-01-07
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2501.00912
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AutoPresent: Designing Structured Visuals from Scratch
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https://github.com/para-lost/AutoPresent
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zorazrw
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https://github.com/para-lost/AutoPresent/issues/1
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https://huggingface.co/JiaxinGe/llama-3.1-8b-autopresent_high_level/discussions/1 https://huggingface.co/JiaxinGe/llama-3.1-8b-autopresent_detailed_instruction/discussions/1
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open
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2025-01-07
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2501.03225
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Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
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https://github.com/yuhui-zh15/autoconverter
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yuhuizhang
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2025-01-07
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2501.03124
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PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models
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https://github.com/ssmisya/PRMBench
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hitsmy
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2025-01-07
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2501.03220
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ProTracker: Probabilistic Integration for Robust and Accurate Point Tracking
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https://github.com/Michaelszj/pro-tracker
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chenwang
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https://github.com/Michaelszj/pro-tracker/issues/2
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closed
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https://michaelszj.github.io/protracker/
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2025-01-08
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2501.03895
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LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
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https://github.com/ictnlp/llava-mini
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zhangshaolei
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2025-01-08
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2501.03931
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Magic Mirror: ID-Preserved Video Generation in Video Diffusion Transformers
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https://github.com/dvlab-research/magicmirror
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julianjuaner
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https://github.com/dvlab-research/MagicMirror/issues/2
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https://julianjuaner.github.io/projects/MagicMirror
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2025-01-08
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2501.02260
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MagicFace: High-Fidelity Facial Expression Editing with Action-Unit Control
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https://github.com/weimengting/magicface
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Tvaranka
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https://github.com/weimengting/MagicFace/issues/1
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closed
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2025-01-08
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2501.02955
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MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
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LiquidAmmonia
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2025-01-08
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2501.03575
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Cosmos World Foundation Model Platform for Physical AI
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https://github.com/nvidia/cosmos
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akhaliq
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2025-01-08
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2501.03847
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Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
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https://github.com/igl-hkust/diffusionasshader
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akhaliq
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https://github.com/IGL-HKUST/DiffusionAsShader/issues/2
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open
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https://igl-hkust.github.io/das
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2025-01-08
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2501.03262
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NO_ARTIFACTS
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REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
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https://github.com/openrlhf/openrlhf
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chuyi777
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2025-01-08
|
2501.04001
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Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
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LXT
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2025-01-08
|
2501.03916
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NO_CODE_YET
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Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
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https://github.com/UniModal4Reasoning/Dolphin
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BoZhang
|
https://github.com/UniModal4Reasoning/Dolphin/issues/1
| null |
open
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https://unimodal4reasoning.github.io/Dolphin-project-page/
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2025-01-08
|
2501.03714
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NO_CODE_YET
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MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting
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ozbro
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https://kaist-viclab.github.io/MoDecGS-site/
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2025-01-08
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2501.03936
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PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
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https://github.com/icip-cas/pptagent
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Forceless
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2025-01-08
|
2501.02790
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Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model
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https://github.com/yinyueqin/denserewardrlhf-ppo
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yyqoni
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2025-01-08
|
2501.02393
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Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
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https://github.com/lamm-mit/graph-aware-transformers
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mjbuehler
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2025-01-08
|
2501.04561
| null |
NO_CODE_YET
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OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis
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tnlin
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2025-01-08
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2501.02376
| null |
NO_CODE_YET
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Generalizable Origin Identification for Text-Guided Image-to-Image Diffusion Models
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WenhaoWang
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2025-01-09
|
2501.04519
| null |
NO_CODE_YET
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rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
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lynazhang
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2025-01-09
|
2501.02772
| null |
NO_CODE_YET
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GeAR: Generation Augmented Retrieval
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noobimp
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2025-01-09
|
2501.04575
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NO_CODE_YET
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InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
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https://github.com/reallm-labs/infiguiagent
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pengxiang
|
https://github.com/Reallm-Labs/InfiGUIAgent/issues/1
| null |
open
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2025-01-09
|
2501.04227
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NO_ARTIFACTS
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Agent Laboratory: Using LLM Agents as Research Assistants
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https://github.com/SamuelSchmidgall/AgentLaboratory
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akhaliq
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https://agentlaboratory.github.io/
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2025-01-09
|
2501.04682
| null |
NO_CODE
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Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
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akhaliq
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2025-01-09
|
2501.04686
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URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
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Lin1557
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2025-01-09
|
2501.03271
| null |
NO_CODE
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DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
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amanchadha
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2025-01-09
|
2501.04306
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NO_ARTIFACTS
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LLM4SR: A Survey on Large Language Models for Scientific Research
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https://github.com/du-nlp-lab/llm4sr
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ZonglinY
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2025-01-09
|
2501.04689
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SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
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mboss
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2025-01-09
|
2501.04144
| false |
NO_CODE_YET
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Chirpy3D: Continuous Part Latents for Creative 3D Bird Generation
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https://github.com/kamwoh/chirpy3d
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kamwoh
|
https://github.com/kamwoh/chirpy3d/issues/1
| null |
open
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2025-01-09
|
2501.04694
| null |
NO_CODE
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EpiCoder: Encompassing Diversity and Complexity in Code Generation
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lx865712528
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2025-01-09
|
2501.04652
| null |
NO_CODE
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Multi-task retriever fine-tuning for domain-specific and efficient RAG
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patricebechard
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2025-01-09
|
2501.05366
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Search-o1: Agentic Search-Enhanced Large Reasoning Models
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dongguanting
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2025-01-10
|
2501.05441
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The GAN is dead; long live the GAN! A Modern GAN Baseline
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Skylion007
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2025-01-10
|
2501.05453
| null |
NO_CODE
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An Empirical Study of Autoregressive Pre-training from Videos
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brjathu
| null | null | null | null | null |
https://brjathu.github.io/toto/
|
2025-01-10
|
2501.03489
| null |
NO_ARTIFACTS
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Entropy-Guided Attention for Private LLMs
|
https://github.com/nandan91/entropy-guided-attention-llm
| null | null | 13 | 4 | 0 | false |
nandan523
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2025-01-10
|
2501.04377
| null |
NO_CODE
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On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis
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JamesSand
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2025-01-10
|
2501.04003
| false |
NEW_ARTIFACTS
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Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives
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https://drive-bench.github.io
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ldkong
| null |
https://huggingface.co/datasets/drive-bench/arena/discussions/2
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2025-01-10
|
2501.04828
| false |
NEW_ARTIFACTS
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Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models
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https://github.com/Ottoman-NLP
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stefan-it
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https://huggingface.co/BUCOLIN/HistBERTurk-POS-tagging/discussions/1 https://huggingface.co/BUCOLIN/HistBERTurk-dependency-parsing/discussions/1 https://huggingface.co/BUCOLIN/HistBERTurk-NER/discussions/1 https://huggingface.co/datasets/BUCOLIN/HisTR/discussions/3 https://huggingface.co/datasets/BUCOLIN/OTA-BOUN_UD_Treebank/discussions/1 https://huggingface.co/datasets/BUCOLIN/OTC-Corpus/discussions/2
| null | null | false |
https://huggingface.co/bucolin
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2025-01-10
|
2501.05122
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Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model
| null | null | null | 18 | 3 | 0 | true |
Gregor
| null | null | null | null | null | null |
2025-01-10
|
2501.05040
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SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution
| null | null | null | 14 | 2 | 0 | true |
yitianlian
| null | null | null | null | null | null |
2025-01-10
|
2501.05032
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Enhancing Human-Like Responses in Large Language Models
| null | null | null | 45 | 4 | 0 | true |
Weyaxi
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2025-01-13
|
2501.05874
| null |
NO_CODE
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VideoRAG: Retrieval-Augmented Generation over Video Corpus
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jinheon
| null | null | null | null | null | null |
2025-01-13
|
2501.05727
| null |
NO_CODE_YET
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Enabling Scalable Oversight via Self-Evolving Critic
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tangzhy
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2025-01-13
|
2501.06186
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LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
|
https://github.com/mbzuai-oryx/llamav-o1
| null | null | 57 | 4 | 1 | true |
ahmedheakl
| null | null | null | null | null | null |
2025-01-13
|
2501.03841
| false |
NO_CODE_YET
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OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints
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https://github.com/pmj110119/OmniManip
| null | null | 49 | 3 | 0 | false |
pmj110119
|
https://github.com/pmj110119/OmniManip/issues/2
| null |
open
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https://omnimanip.github.io/
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