Subin Kim

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upvoted 20 papers about 2 months ago

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published Mar 12 • 33

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

Paper • 2603.13875 • Published Mar 14 • 36

Multimodal OCR: Parse Anything from Documents

Paper • 2603.13032 • Published Mar 13 • 43

Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training

Paper • 2603.16139 • Published Mar 17 • 33

Effective Distillation to Hybrid xLSTM Architectures

Paper • 2603.15590 • Published Mar 16 • 33

FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use

Paper • 2603.08262 • Published Mar 9 • 42

Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer

Paper • 2603.19227 • Published Mar 19 • 42

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval

Paper • 2603.04743 • Published Mar 5 • 53

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

Paper • 2603.12201 • Published Mar 12 • 53

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Paper • 2603.09206 • Published Mar 10 • 53

Online Experiential Learning for Language Models

Paper • 2603.16856 • Published Mar 17 • 59

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

Paper • 2603.19220 • Published Mar 19 • 66

TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas

Paper • 2603.16448 • Published Mar 17 • 58

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 59

LMEB: Long-horizon Memory Embedding Benchmark

Paper • 2603.12572 • Published Mar 13 • 73

Mixture-of-Depths Attention

Paper • 2603.15619 • Published Mar 16 • 80

Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding

Paper • 2603.13366 • Published Mar 9 • 95

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Paper • 2603.03790 • Published Mar 4 • 121

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 194

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 426