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VLAA@UCSC (UCSC-VLAA)

VLAA@UCSC

UCSC-VLAA

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Home Page:https://ucsc-vlaa.github.io/

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VLAA@UCSC's repositories

CLIPA

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

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RobustCNN

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

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Recap-DataComp-1B

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

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DMAE

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

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SwinMM

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

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HQ-Edit

HQ-Edit: A High-Quality and High-Coverage Dataset for General Image Editing

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vllm-safety-benchmark

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

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CRATE-alpha

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

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EVP

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

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MicroDiffusion

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

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FedConv

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

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Image-Pretraining-for-Video

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

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Sight-Beyond-Text

This repository includes the official implementation of our paper "Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics"

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MixCon3D

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

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AdvXL

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

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Redteaming_Challenge

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AQA-Bench

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

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vit_cert

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

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Compress-Align

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

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UCSC-VLAA.github.io

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