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CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
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LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
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Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon
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Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More
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Shiweiliuiiiiiii
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Gemstones: A Model Suite for Multi-Faceted Scaling Laws
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Pippo: High-Resolution Multi-View Humans from a Single Image
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Next Block Prediction: Video Generation via Semi-Autoregressive Modeling
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Distillation Scaling Laws
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TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
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Awiny
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Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
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NoLiMa: Long-Context Evaluation Beyond Literal Matching
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Franck-Dernoncourt
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WorldGUI: Dynamic Testing for Comprehensive Desktop GUI Automation
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hhenryz
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MetaSC: Test-Time Safety Specification Optimization for Language Models
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Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning
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lecraquito
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Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
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Hookszdp
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BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
https://github.com/cone-mt/benchmax
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null
47
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xuhuang87
null
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2502.04411
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Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing
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Dominic789654
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2502.08213
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LLM Modules: Knowledge Transfer from a Large to a Small Model using Enhanced Cross-Attention
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null
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kkolomeitsev
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null
null
null
null
2025-02-13
2502.00963
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PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
https://github.com/delta-lab-ai/pde-controller
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null
16
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akhaliq
null
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2025-02-13
2502.05282
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NEW_ARTIFACTS
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Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
https://github.com/YutingHe-list/GEMINI
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null
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2
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YutingHe-list
null
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2025-02-14
2502.09604
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NEW_ARTIFACTS
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SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
https://github.com/voidism/SelfCite
null
null
29
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voidism
null
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2502.09056
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NEW_ARTIFACTS
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3
An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging
null
null
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29
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akhaliq
null
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null
2025-02-14
2502.08946
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NEW_ARTIFACTS
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The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding
https://github.com/physico-benchmark/physico
null
null
177
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true
akhaliq
null
https://huggingface.co./datasets/ShunchiZhang/PhysiCo/discussions/3
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null
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null
2025-02-14
2502.09100
null
NO_ARTIFACTS
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Logical Reasoning in Large Language Models: A Survey
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akhaliq
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null
null
2025-02-14
2502.08910
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NO_ARTIFACTS
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InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
https://github.com/DeepAuto-AI/hip-attention/
null
null
135
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false
geonp
null
null
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null
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null
2025-02-14
2502.08690
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NO_CODE
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Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
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null
null
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Agorium
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null
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2025-02-14
2502.09560
null
NEW_ARTIFACTS
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EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
https://github.com/EmbodiedBench/EmbodiedBench
null
null
29
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false
Ray2333
https://github.com/EmbodiedBench/EmbodiedBench/issues/1
https://huggingface.co./datasets/markyyds/eb_manipulation_dataset/discussions/1
null
null
null
null
2025-02-14
2502.06608
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NO_CODE_YET
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TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models
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null
null
28
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Lp256
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null
null
null
null
null
2025-02-14
2502.08468
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NEW_ARTIFACTS
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1
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
https://github.com/haon-chen/mmE5
null
null
12
2
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true
Haon-Chen
null
https://huggingface.co./intfloat/mmE5-mllama-11b-instruct/discussions/1 https://huggingface.co./datasets/Haon-Chen/XTD-10/discussions/2
null
null
null
null
2025-02-14
2502.09601
null
NEW_ARTIFACTS
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CoT-Valve: Length-Compressible Chain-of-Thought Tuning
https://github.com/horseee/CoT-Valve
null
null
11
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false
horseee
null
https://huggingface.co./datasets/horseee/MixChain-Z-GSM8K/discussions/1 https://huggingface.co./datasets/horseee/MixChain-Z-PRM12K/discussions/1 https://huggingface.co./datasets/horseee/MixChain-C-LIMO/discussions/2
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2025-02-14
2502.09621
null
NEW_ARTIFACTS
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MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
https://github.com/CaraJ7/MME-CoT
null
null
25
2
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CaraJ
null
https://huggingface.co./datasets/CaraJ/MME-CoT/discussions/2
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2025-02-14
2502.09042
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NEW_ARTIFACTS
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Typhoon T1: An Open Thai Reasoning Model
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15
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pittawat
null
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null
2025-02-14
2502.09620
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NEW_ARTIFACTS
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Exploring the Potential of Encoder-free Architectures in 3D LMMs
https://github.com/Ivan-Tang-3D/ENEL
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null
24
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ZiyuG
https://github.com/Ivan-Tang-3D/ENEL/issues/1
https://huggingface.co./IvanTang/ENEL/discussions/1 https://huggingface.co./IvanTang/ENEL/discussions/2
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2025-02-14
2502.09390
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NO_ARTIFACTS
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SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
https://github.com/IntelLabs/RAG-FiT/tree/square
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null
15
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danf
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2025-02-14
2502.09082
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CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
https://github.com/Neph0s/CoSER
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null
23
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true
Neph0s
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null
null
null
null
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2025-02-14
2502.09619
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NO_CODE_YET
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Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights
https://github.com/jonkahana/ProbeLog_Descriptors
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null
30
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jonkahana
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2025-02-14
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3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly
https://github.com/enquanyang2022/3cad
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enquan2022
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2025-02-14
2502.09614
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DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References
https://github.com/Meowuu7/DexTrack
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null
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xymeow7
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2025-02-14
2502.05979
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NO_CODE_YET
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VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer
https://github.com/vfx-creator0/VFXCreator
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5
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BestWishYsh
https://github.com/vfx-creator0/VFXCreator/issues/1
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2025-02-14
2502.08680
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NEW_ARTIFACTS
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Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
https://github.com/minwukim/GSM-Ranges
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null
10
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guactastesgood
null
https://huggingface.co./datasets/guactastesgood/GSM-Ranges/discussions/2
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2025-02-14
2502.09613
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NEW_ARTIFACTS
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Latent Radiance Fields with 3D-aware 2D Representations
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chaoyizh
null
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2025-02-17
2502.10177
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STMA: A Spatio-Temporal Memory Agent for Long-Horizon Embodied Task Planning
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SP4595
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2025-02-17
2502.10389
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Region-Adaptive Sampling for Diffusion Transformers
https://github.com/microsoft/RAS
null
null
51
3
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Yif29
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null
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2025-02-17
2502.09696
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NEW_ARTIFACTS
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ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
https://github.com/jonathan-roberts1/zerobench
null
null
33
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taesiri
null
https://huggingface.co./datasets/jonathan-roberts1/zerobench/discussions/2
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2025-02-17
2502.10391
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NEW_ARTIFACTS
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MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
https://github.com/yfzhang114/MM-RLHF
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null
27
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yifanzhang114
https://github.com/yfzhang114/MM-RLHF/issues/1
https://huggingface.co./yifanzhang114/MM-RLHF-Reward-7B-llava-ov-qwen/discussions/1 https://huggingface.co./datasets/yifanzhang114/MM-RLHF/discussions/1 https://huggingface.co./datasets/yifanzhang114/MM-RLHF-RewardBench/discussions/3
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2025-02-17
2502.10248
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NEW_ARTIFACTS
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Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
https://github.com/stepfun-ai/Step-Video-T2V
null
null
46
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turrf
https://github.com/stepfun-ai/Step-Video-T2V/issues/16
https://huggingface.co./stepfun-ai/stepvideo-t2v/discussions/1 https://huggingface.co./stepfun-ai/stepvideo-t2v-turbo/discussions/1
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2025-02-17
2502.09741
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NO_ARTIFACTS
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FoNE: Precise Single-Token Number Embeddings via Fourier Features
https://github.com/KevinZhoutianyi/FoNE
null
null
11
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deqing
https://github.com/KevinZhoutianyi/FoNE/issues/1
null
null
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2025-02-17
2502.09992
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NO_CODE_YET
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Large Language Diffusion Models
https://github.com/ML-GSAI/LLaDA
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null
68
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akhaliq
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null
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2025-02-17
2502.09955
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NO_CODE_YET
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Diverse Inference and Verification for Advanced Reasoning
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3
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akhaliq
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2025-02-17
2502.09638
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Jailbreaking to Jailbreak
https://github.com/hanyangclarence/UniMuMo
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null
3
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akhaliq
https://github.com/hanyangclarence/UniMuMo/issues/5
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2025-02-17
2502.09980
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V2V-LLM: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multi-Modal Large Language Models
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cmhungsteve
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null
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2025-02-17
2502.07856
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MRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
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3
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z-hb
null
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2025-02-17
2502.09935
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NO_CODE_YET
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Precise Parameter Localization for Textual Generation in Diffusion Models
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null
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11
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lukasz-staniszewski
null
null
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2025-02-17
2502.07586
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We Can't Understand AI Using our Existing Vocabulary
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gsarti
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2025-02-17
2502.10235
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AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
https://github.com/abenechehab/AdaPTS
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null
8
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abenechehab
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2025-02-17
2502.10173
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Agentic End-to-End De Novo Protein Design for Tailored Dynamics Using a Language Diffusion Model
https://github.com/lamm-mit/ModeShapeDiffusionDesign
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null
2
2
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mjbuehler
null
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2025-02-17
2502.08769
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Cluster and Predict Latents Patches for Improved Masked Image Modeling
https://github.com/facebookresearch/capi
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null
2
2
1
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nielsr
https://github.com/facebookresearch/capi/issues/3
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null
null
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