Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- Zhiyuan He
- Yijun Yang
- et al.
- 2024
- ICML 2024
Conference paper
Publications
54 results at ICML 2024
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
- Yihua Zhang
- Pingzhi Li
- et al.
- 2024
- ICML 2024
Conference paperPrompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- Zhi-yi Chin
- Chieh-ming Jiang
- et al.
- 2024
- ICML 2024
Conference paperWhat Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- Irene Ko
- Pin-Yu Chen
- et al.
- 2024
- ICML 2024
Conference paperA new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
- Tobia Boschi
- Francesca Bonin
- et al.
- 2024
- ICML 2024
Conference paperMasking in Molecular Graphs Leveraging Reaction Context
- Jiannan Yang
- Veronika Thost
- et al.
- 2024
- ICML 2024
Workshop paperCharED: Character-wise Ensemble Decoding for Large Language Models
- Kevin Gu
- Eva Tuecke
- et al.
- 2024
- ICML 2024
Workshop paperGeneration constraint scaling can mitigate hallucination
- Georgios Kollias
- Payel Das
- et al.
- 2024
- ICML 2024
Workshop paperImproving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model
- 2024
- ICML 2024
Workshop paperNeedle in the Haystack for Memory Based Large Language Models
- Payel Das
- Soham Dan
- et al.
- 2024
- ICML 2024
Workshop paper