Hyun, Jeongseok

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upvoted a paper 2 days ago

One Model, Many Latencies: Universal Speech Enhancement for Diverse Real-Time Applications

Paper • 2606.25621 • Published 4 days ago • 13

upvoted a paper 10 days ago

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Paper • 2606.18216 • Published 12 days ago • 63

upvoted a paper 11 days ago

Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking

Paper • 2606.15673 • Published Apr 8 • 13

upvoted a paper 15 days ago

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

Paper • 2606.13673 • Published 17 days ago • 108

upvoted 3 papers about 1 month ago

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 93

WorldKV: Efficient World Memory with World Retrieval and Compression

Paper • 2605.22718 • Published May 21 • 42

Rethinking State Tracking in Recurrent Models Through Error Control Dynamics

Paper • 2605.07755 • Published May 8 • 24

upvoted 2 papers 3 months ago

RawGen: Learning Camera Raw Image Generation

Paper • 2604.00093 • Published Mar 31 • 21

Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously

Paper • 2603.12262 • Published Mar 12 • 31

upvoted 2 papers 4 months ago

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

Paper • 2603.09229 • Published Mar 10 • 84

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

Paper • 2602.08711 • Published Feb 9 • 29

upvoted 7 papers 5 months ago

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

Paper • 2602.03560 • Published Feb 3 • 49

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

Paper • 2602.04804 • Published Feb 4 • 50

Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers

Paper • 2601.17367 • Published Jan 24 • 33

VideoMaMa: Mask-Guided Video Matting via Generative Prior

Paper • 2601.14255 • Published Jan 20 • 15

SAMTok: Representing Any Mask with Two Words

Paper • 2601.16093 • Published Jan 22 • 44

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding

Paper • 2601.14724 • Published Jan 21 • 75

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 215

upvoted 2 papers 6 months ago

VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Paper • 2601.05175 • Published Jan 8 • 37

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 233