Full Model

October 30, 2024

Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models
Junjie Wu, Tsz Ting Chung, Kai Chen, Dit-Yan Yeung
Full Model Hallucination Evaluation Object Hallucination Hallucination Benchmark Large Vision Language Relation Hallucination
A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example
Huan-Chih Wang, Ja-Ling Wu
Full Model Study Feature Vertical Federated Learning Big Data Internet Service Domain Private Algorithm Single Example Private Linear Regression Privacy Concern
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao
Full Model Image Restoration Ensemble Learning Image Restoration Task Weighted Ensemble
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models
Yucheng Zhang, Qinfeng Li, Tianyu Du, Xuhong Zhang, Xinkui Zhao, Zhengwen Feng, Jianwei Yin
Large Language Model Full Model Retrieval Augmented Generation Attack Success Rate Prompt Attack Hijacking Task
st-DTPM: Spatial-Temporal Guided Diffusion Transformer Probabilistic Model for Delayed Scan PET Image Prediction
Ran Hong, Yuxia Huang, Lei Liu, Zhonghui Wu, Bingxuan Li, Xuemei Wang, Qiegen Liu
Full Model Diffusion Transformer
One Prompt to Verify Your Models: Black-Box Text-to-Image Models Verification via Non-Transferable Adversarial Attacks
Ji Guo, Wenbo Jiang, Rui Zhang, Guoming Lu, Hongwei Li, Weiren Wu
Adversarial Example Full Model Text to Image Model Text to Image Style PROMPT Verification Task Adversarial Prompt Transferable Adversarial Attack
A Comprehensive Study on Quantization Techniques for Large Language Models
Jiedong Lang, Zhehao Guo, Shuyu Huang
Full Model Large Model Large Language Comprehensive Study Quantization Technique Quantization Step Different Quantization

October 29, 2024

October 28, 2024

Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
Pouya M. Ghari, Yanning Shen
Fine Tuning Full Model Human Prediction Adaptive Importance Personalized Federated Learning Fine Tuned Model Federated Setting

October 27, 2024

Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang
Native Robustness Full Model Inherent Interpretability Big Gain Polysemous Word Revisit Monosemanticity

October 26, 2024

October 25, 2024

Papers

Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models

A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example

EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models

HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models

st-DTPM: Spatial-Temporal Guided Diffusion Transformer Probabilistic Model for Delayed Scan PET Image Prediction

One Prompt to Verify Your Models: Black-Box Text-to-Image Models Verification via Non-Transferable Adversarial Attacks

A Comprehensive Study on Quantization Techniques for Large Language Models

Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models

Image2Struct: Benchmarking Structure Extraction for Vision-Language Models

Natural Language Inference Improves Compositionality in Vision-Language Models

A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification

Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models

Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning

Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

Model Equality Testing: Which Model Is This API Serving?

Detection-Guided Deep Learning-Based Model with Spatial Regularization for Lung Nodule Segmentation

On-Site Precise Screening of SARS-CoV-2 Systems Using a Channel-Wise Attention-Based PLS-1D-CNN Model with Limited Infrared Signatures

Super-resolved virtual staining of label-free tissue using diffusion models

OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery

Model merging with SVD to tie the Knots