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Papers
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
ECCV 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
ICML 2024
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction
MIDL 2024
Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models
ECCV 2024
Fast Adversarial Attacks on Language Models In One GPU Minute
ICML 2024
How Language Model Hallucinations Can Snowball
ICML 2024
Improving Factuality and Reasoning in Language Models through Multiagent Debate
ICML 2024
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
ICML 2024
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
ICML 2024
Paying More Attention to Images: A Training-Free Method for Alleviating Hallucination in LVLMs
ECCV 2024
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models
ICML 2024
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
ICML 2024
Tackling Structural Hallucination in Image Translation with Local Diffusion
ECCV 2024
Toward Adaptive Reasoning in Large Language Models with Thought Rollback
ICML 2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
ICML 2024