Explore @eric-ai-lab Open Source projects

UCSC ERIC Lab (@eric-ai-lab)

eric-ai-lab

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MiniGPT-5

Official implementation of paper "MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens"

photoswap

Official implementation of the NeurIPS 2023 paper "Photoswap: Personalized Subject Swapping in Images"

Jupyter Notebook

PEViT

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

CPL

Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"

ComCLIP

Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"

Discffusion

Official repo for the paper "Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners"

llm_coordination

Code repository for the paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models"

Screen-Point-and-Read

Code repo for "Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding"

MMWorld

Official repo of the paper "MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos"

Aerial-Vision-and-Dialog-Navigation

Codebase of the ACL 2023 (Findings) Paper "Aerial Vision-and-Dialog Navigation"

FedVLN

[ECCV 2022] Official pytorch implementation of the paper "FedVLN: Privacy-preserving Federated Vision-and-Language Navigation"

Mitigate-Gender-Bias-in-Image-Search

Code for the EMNLP 2021 Oral paper "Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search" https://arxiv.org/abs/2109.05433

ACLToolBox

PECTVLM

Code implementation for Findings of EMNLP 2023 paper "Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment"

T2IAT

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

MSSBench

Official codebase for the paper "Multimodal Situational Safety"

Naivgation-as-wish

Official implementation of the NAACL 2024 paper "Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning"

ViCor

This is the implementation of ACL 2024 Findings paper ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models

via-video