Yumin Choi

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upvoted a paper 12 days ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published 14 days ago • 77

upvoted 2 papers 18 days ago

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published 18 days ago • 22

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Paper • 2505.11254 • Published 21 days ago • 48

upvoted 7 papers 21 days ago

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection

Paper • 2505.09926 • Published 23 days ago • 6

MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning

Paper • 2505.09265 • Published 23 days ago • 4

Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt

Paper • 2505.09264 • Published 23 days ago • 5

Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation

Paper • 2505.09263 • Published 23 days ago • 4

AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenge

Paper • 2505.10468 • Published 22 days ago • 9

Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware

Paper • 2505.09601 • Published 23 days ago • 5

X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real

Paper • 2505.07096 • Published 26 days ago • 3

upvoted 2 papers 22 days ago

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think

Paper • 2505.10185 • Published 22 days ago • 25

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published 23 days ago • 69

upvoted 3 papers about 1 month ago

T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models

Paper • 2504.04718 • Published Apr 7 • 41

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 62

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 110

upvoted 4 papers 3 months ago

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models

Paper • 2503.09669 • Published Mar 12 • 36

FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates

Paper • 2503.07216 • Published Mar 10 • 32

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46

Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model

Paper • 2502.13449 • Published Feb 19 • 46

upvoted a paper 4 months ago

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

Paper • 2502.12464 • Published Feb 18 • 28