VLAA@UCSC ORG

[ICML 2025] This is the official repository of our paper "What If We Recaption Billions of Web Images with LLaMA-3 ?"

[ICLR 2025] This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine“

[ICLR 2026] A Training-free Iterative Framework for Long Story Visualization

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

[TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models

OpenVision (ICCV 2025), OpenVision 2 (CVPR 2026), and OpenVision 3

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

[ICLR 2023] This repository includes the official implementation our paper "Can CNNs Be More Robust Than Transformers?"

[MICCAI 2023] This repository includes the official implementation our paper "SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation"

[ICLR 2025] HQ-Edit: A High-Quality and High-Coverage Dataset for General Image Editing

[CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"

[ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"

Official repository for Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw

[ML4H'25] MedVLThinker: Simple Baselines for Multimodal Medical Reasoning

[CVPR 2024] This repository includes the official implementation our paper "MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections"

[ML4H'25] m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning in Large Language Models

No description.

This repository includes the official implementation our paper "Scaling White-Box Transformers for Vision"

Official repo of Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains.

[TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"

An Enhanced CLIP Framework for Learning with Synthetic Captions

[AAAI'26 Oral] Official Implementation of STAR-1: Safer Alignment of Reasoning LLMs with 1K Data

[CVPR 2024] The official implementation of paper "Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training"

Official implementation of VLAA-GUI series

No description.

Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Official Implementation of VisualClaw: A Real-Time, Personalized Agent for the Physical World

Pytorch implementation of EpiFoundation

[TMLR 2025] Official implementation of AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation

No description.

A UC Santa Cruz research system that tests whether AI models make better clinical decisions when they actively search patient records, medical images, and external knowledge versus reading a curated summary.

[TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning"

[CVPR 2024] This repository includes the official implementation our paper "Revisiting Adversarial Training at Scale"

[TMLR 2024] Official implementation of "Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics"

[ICLR'26] MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs

[ECCV 2022] This repository includes the official implementation our paper "In Defense of Image Pre-Training for Spatiotemporal Recognition".

No description.

No description.

No description.

No description.

Algorithmic-Q&A-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability

[EMNLP'25] Official Python Implementation of ViLBench: A Suite for Vision-Language Process Reward Modeling

[ECCV 2022] This repository includes the official implementation our paper "ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers"

This repository includes the official implementation and dataset of our paper "Compress & Align: Curating Image-Text Data with Human Knowledge".

No description.

No description.