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ICML 2025 Conference Submissions
Avoiding spurious sharpness minimization broadens applicability of SAM
Sidak Pal Singh
,
Hossein Mobahi
,
Atish Agarwala
,
Yann Dauphin
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Large Language Models are Demonstration Pre-Selectors for Themselves
Jiarui Jin
,
Yuwei Wu
,
Haoxuan Li
,
Xiaoting He
,
Weinan Zhang
,
Yiming Yang
,
Yong Yu
,
Jun Wang
,
Mengyue Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
Christian Pedersen
,
Laure Zanna
,
Joan Bruna
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Gaussian DAG Models without Condition Number Bounds
Constantinos Costis Daskalakis
,
ANTHIMOS VARDIS KANDIROS
,
Rui Yao
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models
Alejandro Velez-Arce
,
Marinka Zitnik
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Minerva: A Programmable Memory Test Benchmark for Language Models
Menglin Xia
,
Victor Rühle
,
Saravan Rajmohan
,
Reza Shokri
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set
Mara Finkelstein
,
Daniel Deutsch
,
Parker Riley
,
Juraj Juraska
,
Geza Kovacs
,
Markus Freitag
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dimension-Independent Rates for Structured Neural Density Estimation
Robert A. Vandermeulen
,
Wai Ming Tai
,
Bryon Aragam
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Preference Learning for AI Alignment: a Causal Perspective
Kasia Kobalczyk
,
Mihaela van der Schaar
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
Dong Xiao
,
Guangyao Chen
,
Peixi Peng
,
Yangru Huang
,
Yifan Zhao
,
Yongxing Dai
,
Yonghong Tian
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Overtrained Language Models Are Harder to Fine-Tune
Jacob Mitchell Springer
,
Sachin Goyal
,
Kaiyue Wen
,
Tanishq Kumar
,
Xiang Yue
,
Sadhika Malladi
,
Graham Neubig
,
Aditi Raghunathan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Towards Better-than-2 Approximation for Constrained Correlation Clustering
Andreas Kalavas
,
Evangelos Kipouridis
,
Nithin Varma
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
YUTONG WU
,
Jie Zhang
,
Yiming Li
,
Chao Zhang
,
Qing Guo
,
Han Qiu
,
Nils Lukas
,
Tianwei Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
Sucheng Ren
,
Qihang Yu
,
Ju He
,
Xiaohui Shen
,
Alan Yuille
,
Liang-Chieh Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
Mohammad Mozaffari
,
Amir Yazdanbakhsh
,
Maryam Mehri Dehnavi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Softmax is not Enough (for Sharp Size Generalisation)
Petar Veličković
,
Christos Perivolaropoulos
,
Federico Barbero
,
Razvan Pascanu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Temporal Difference Flows
Jesse Farebrother
,
Matteo Pirotta
,
Andrea Tirinzoni
,
Remi Munos
,
Alessandro Lazaric
,
Ahmed Touati
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
TAROT: Targeted Data Selection via Optimal Transport
Lan Feng
,
Fan Nie
,
Yuejiang Liu
,
Alexandre Alahi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination
Ilias Diakonikolas
,
Giannis Iakovidis
,
Daniel Kane
,
Thanasis Pittas
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Accelerating Spectral Clustering under Fairness Constraints
Francesco Tonin
,
Alex Lambert
,
Johan Suykens
,
Volkan Cevher
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation
Muhammed Yusuf Kocyigit
,
Eleftheria Briakou
,
Daniel Deutsch
,
Jiaming Luo
,
Colin Cherry
,
Markus Freitag
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
Mustafa Burak Gurbuz
,
Xingyu Zheng
,
Constantine Dovrolis
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
Yunfei Huang
,
David S. Greenberg
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
Masatoshi Uehara
,
Xingyu Su
,
Yulai Zhao
,
Xiner Li
,
Aviv Regev
,
Shuiwang Ji
,
Sergey Levine
,
Tommaso Biancalani
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
On Bitrates of Very Sparse Superposition Codes
Christopher Neil Gadzinski
,
Decebal Constantin Mocanu
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
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