Articles by Jinwoo Shin

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Articles by Jinwoo Shin

Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling

28 October 2025 by Kyungmin Lee and others

Computer Vision and Pattern Recognition

Self-Refining Language Model Anonymizers via Adversarial Distillation

23 October 2025 by Kyuyoung Kim and others at

KAIST

Computation and Language, Machine Learning

Contrastive Representation Regularization for Vision-Language-Action Models

13 October 2025 by Taeyoung Kim and others

Robotics, Machine Learning

ContextVLA: Vision-Language-Action Model with Amortized Multi-Frame Context

5 October 2025 by Huiwon Jang and others

Robotics, Artificial Intelligence

Personalized Language Models via Privacy-Preserving Evolutionary Model Merging

19 September 2025 by Kyuyoung Kim and others

Computation and Language, Neural and Evolutionary Computing

Training Text-to-Molecule Models with Context-Aware Tokenization

17 September 2025 by Seojin Kim and others

Computation and Language, Artificial Intelligence

Neural dynamics in superior colliculus of freely moving mice

17 September 2025 by S. Sharp and others at

University of Oregon

Neuroscience

Neural dynamics in superior colliculus of freely moving mice

17 September 2025 by S. Sharp and others at

University of Oregon

Neuroscience

FOSSIL: Regret-minimizing weighting for robust learning under imbalance and small data

16 September 2025 by Jongho Cha and others at

Gwinnett Technical College

Machine Learning

Blow-up phenomena for the constant scalar curvature and constant boundary mean curvature equation (after Chen and Wu)

29 August 2025 by Pak Tung Ho and Jinwoo Shin

Differential Geometry

ERK3/MAPK6 promotes triple-negative breast cancer progression through collective migration and EMT plasticity

27 August 2025 by S. Morazzo and others

Cancer Biology

DeFrND: detergent-free reconstitution into native nanodiscs with designer membrane scaffold peptides

26 August 2025 by Qiuyu Ren and others

Biophysics

CLIP Meets Diffusion: A Synergistic Approach to Anomaly Detection

7 August 2025 by Byeongchan Lee and others

Computer Vision and Pattern Recognition, Machine Learning

Learning Multi-frame and Monocular Prior for Estimating Geometry in Dynamic Scenes

28 July 2025 by Seong Hyeon Park and Jinwoo Shin

Computer Vision and Pattern Recognition

MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation

8 July 2025 by Sihyun Yu and others

Computer Vision and Pattern Recognition, Machine Learning

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment

27 June 2025 by Younghyun Kim and others

Artificial Intelligence, Computer Vision and Pattern Recognition

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

18 June 2025 by Sihyun Yu and others

Computer Vision and Pattern Recognition, Machine Learning

Think Clearly: Improving Reasoning via Redundant Token Pruning

17 June 2025 by Daewon Choi and others

Artificial Intelligence, Computation and Language

Collaborative LLM Inference via Planning for Efficient Reasoning

13 June 2025 by Byeongchan Lee and others

Artificial Intelligence

Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass Guidance

10 June 2025 by June Suk Choi and others

Computer Vision and Pattern Recognition

Peri-LN: Revisiting Normalization Layer in the Transformer Architecture

6 June 2025 by Jeonghoon Kim and others

Machine Learning, Artificial Intelligence

FontAdapter: Instant Font Adaptation in Visual Text Generation

6 June 2025 by Myungkyu Koo and others

Computer Vision and Pattern Recognition

Mamba Drafters for Speculative Decoding

1 June 2025 by Daewon Choi and others

Computation and Language, Artificial Intelligence

Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics

29 May 2025 by Dongyoung Kim and others at

KAIST

Robotics, Artificial Intelligence

Sparsified State-Space Models are Efficient Highway Networks

27 May 2025 by Woomin Song and others

Machine Learning

ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search

24 May 2025 by Hyunseok Lee and others

Machine Learning, Computation and Language

Test-Time Adaptation with Binary Feedback

24 May 2025 by Taeckyung Lee and others

Machine Learning, Artificial Intelligence

Lymphatic dysfunction in lupus contributes to cutaneous photosensitivity and lymph node B cell responses

22 April 2025 by W. Ambler and others

Immunology

CMS RPC Non-Physics Event Data Automation Ideology

11 April 2025 by Alexandar Dimitrov and others

High Energy Physics, Instrumentation and Detectors

Controllable Human Image Generation with Personalized Multi-Garments

31 March 2025 by Yisol Choi and others

Computer Vision and Pattern Recognition

Articles by Jinwoo Shinself.__wrap_n!=1&&self.__wrap_b("«Rkq7netetenb»",1)

Articles by Jinwoo Shin