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upvoted a paper 3 days ago

SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning

Paper • 2602.13515 • Published 10 days ago • 41

upvoted a paper 13 days ago

WorldCompass: Reinforcement Learning for Long-Horizon World Models

Paper • 2602.09022 • Published 14 days ago • 20

upvoted a paper 14 days ago

DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

Paper • 2602.06949 • Published 17 days ago • 34

upvoted a paper 15 days ago

DFlash: Block Diffusion for Flash Speculative Decoding

Paper • 2602.06036 • Published 18 days ago • 42

upvoted a paper 16 days ago

Pathwise Test-Time Correction for Autoregressive Long Video Generation

Paper • 2602.05871 • Published 18 days ago • 3

upvoted 4 papers 17 days ago

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Paper • 2602.05261 • Published 18 days ago • 49

Steering LLMs via Scalable Interactive Oversight

Paper • 2602.04210 • Published 19 days ago • 18

ProAct: Agentic Lookahead in Interactive Environments

Paper • 2602.05327 • Published 18 days ago • 25

RISE-Video: Can Video Generators Decode Implicit World Rules?

Paper • 2602.05986 • Published 18 days ago • 26

upvoted 2 papers 18 days ago

HySparse: A Hybrid Sparse Attention Architecture with Oracle Token Selection and KV Cache Sharing

Paper • 2602.03560 • Published 20 days ago • 44

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Paper • 2602.02958 • Published 20 days ago • 33

upvoted a paper 20 days ago

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation

Paper • 2602.02214 • Published 21 days ago • 24

upvoted a collection 21 days ago

LingBot-World

Collection

1 item • Updated 26 days ago • 35

liked a model 22 days ago

robbyant/lingbot-world-base-cam

Image-to-Video • Updated 21 days ago • 313

upvoted 3 papers 22 days ago

Shaping capabilities with token-level data filtering

Paper • 2601.21571 • Published 25 days ago • 27

Language-based Trial and Error Falls Behind in the Era of Experience

Paper • 2601.21754 • Published 25 days ago • 16

Discovering Hidden Gems in Model Repositories

Paper • 2601.22157 • Published 25 days ago • 22

upvoted a paper 24 days ago

Advancing Open-source World Models

Paper • 2601.20540 • Published 26 days ago • 127

upvoted a paper 25 days ago

Towards Pixel-Level VLM Perception via Simple Points Prediction

Paper • 2601.19228 • Published 27 days ago • 18

upvoted a paper about 1 month ago

Motion 3-to-4: 3D Motion Reconstruction for 4D Synthesis

Paper • 2601.14253 • Published Jan 20 • 10