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upvoted 16 papers 14 days ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published 18 days ago • 242

Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing

Paper • 2504.02826 • Published 15 days ago • 67

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation

Paper • 2504.02782 • Published 15 days ago • 55

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme

Paper • 2504.02587 • Published 15 days ago • 30

SkyReels-A2: Compose Anything in Video Diffusion Transformers

Paper • 2504.02436 • Published 15 days ago • 35

Scaling Analysis of Interleaved Speech-Text Language Models

Paper • 2504.02398 • Published 15 days ago • 27

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Paper • 2504.00502 • Published 17 days ago • 21

ZClip: Adaptive Spike Mitigation for LLM Pre-Training

Paper • 2504.02507 • Published 15 days ago • 76

Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation

Paper • 2504.02542 • Published 15 days ago • 41

Instruction-Guided Autoregressive Neural Network Parameter Generation

Paper • 2504.02012 • Published 17 days ago • 6

Efficient Model Selection for Time Series Forecasting via LLMs

Paper • 2504.02119 • Published 16 days ago • 16

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

Paper • 2504.00891 • Published 17 days ago • 12

Scaling Laws in Scientific Discovery with AI and Robot Scientists

Paper • 2503.22444 • Published 21 days ago • 12

Interpreting Emergent Planning in Model-Free Reinforcement Learning

Paper • 2504.01871 • Published 16 days ago • 11

Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

Paper • 2504.02821 • Published 15 days ago • 10

Inference-Time Scaling for Generalist Reward Modeling

Paper • 2504.02495 • Published 15 days ago • 52