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ICML 2024 Conference Submissions
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
Zhiyuan He
,
Yijun Yang
,
Pin-Yu Chen
,
Qiang Xu
,
Tsung-Yi Ho
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
On The Complexity of First-Order Methods in Stochastic Bilevel Optimization
Jeongyeol Kwon
,
Dohyun Kwon
,
Hanbaek Lyu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms
Yichen Li
,
Chicheng Zhang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Loss Shaping Constraints for Long-Term Time Series Forecasting
Ignacio Hounie
,
Javier Porras-Valenzuela
,
Alejandro Ribeiro
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
Xu-Hui Liu
,
Tian-Shuo Liu
,
Shengyi Jiang
,
Ruifeng Chen
,
Zhilong Zhang
,
Xinwei Chen
,
Yang Yu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
Xiangxin Zhou
,
Liang Wang
,
Yichi Zhou
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs
Francesco Demelas
,
Joseph Le Roux
,
Mathieu Lacroix
,
Axel Parmentier
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Sampling-based Multi-dimensional Recalibration
Youngseog Chung
,
Ian Char
,
Jeff Schneider
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Privacy Profiles for Private Selection
Antti Koskela
,
Rachel Emily Redberg
,
Yu-Xiang Wang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Restoring balance: principled under/oversampling of data for optimal classification
Emanuele Loffredo
,
Mauro Pastore
,
Simona Cocco
,
Remi Monasson
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Model Alignment as Prospect Theoretic Optimization
Kawin Ethayarajh
,
Winnie Xu
,
Niklas Muennighoff
,
Dan Jurafsky
,
Douwe Kiela
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Spotlight
Readers:
Everyone
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
Jianliang He
,
Siyu Chen
,
Fengzhuo Zhang
,
Zhuoran Yang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
Xiangzhe Kong
,
Wenbing Huang
,
Yang Liu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
ReLUs Are Sufficient for Learning Implicit Neural Representations
Joseph Shenouda
,
Yamin Zhou
,
Robert D Nowak
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Larimar: Large Language Models with Episodic Memory Control
Payel Das
,
Subhajit Chaudhury
,
Elliot Nelson
,
Igor Melnyk
,
Sarathkrishna Swaminathan
,
Sihui Dai
,
Aurelie Lozano
,
Georgios Kollias
,
Vijil Chenthamarakshan
,
Jiri Navratil
,
Soham Dan
,
Pin-Yu Chen
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Roping in Uncertainty: Robustness and Regularization in Markov Games
Jeremy McMahan
,
Giovanni Artiglio
,
Qiaomin Xie
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Neuro-Symbolic Temporal Point Processes
Yang Yang
,
Chao Yang
,
Boyang Li
,
Yinghao Fu
,
Shuang Li
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
On the Trajectory Regularity of ODE-based Diffusion Sampling
Defang Chen
,
Zhenyu Zhou
,
Can Wang
,
Chunhua Shen
,
Siwei Lyu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Chain-of-Thought Predictive Control
Zhiwei Jia
,
Vineet Thumuluri
,
Fangchen Liu
,
Linghao Chen
,
Zhiao Huang
,
Hao Su
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Stay on Topic with Classifier-Free Guidance
Guillaume Sanchez
,
Alexander Spangher
,
Honglu Fan
,
Elad Levi
,
Stella Biderman
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Spotlight
Readers:
Everyone
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
Zhaorun Chen
,
Zhuokai Zhao
,
Hongyin Luo
,
Huaxiu Yao
,
Bo Li
,
Jiawei Zhou
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
Yukinari Hisaki
,
Isao Ono
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
An Iterative Min-Min Optimization Method for Sparse Bayesian Learning
Yasen Wang
,
Junlin Li
,
Zuogong Yue
,
ye yuan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Let Go of Your Labels with Unsupervised Transfer
Artyom Gadetsky
,
Yulun Jiang
,
Maria Brbic
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
Siddartha Devic
,
Aleksandra Korolova
,
David Kempe
,
Vatsal Sharan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
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