Papers
12094 papers
ICML2025
Towards Better-than-2 Approximation for Constrained Correlation Clustering
Summary pending...
ClusteringConstrained Correlation ClusteringApproximation
ICML2025
Overtrained Language Models Are Harder to Fine-Tune
Summary pending...
pretrainingfinetuningcatastrophic forgetting
ICML2025
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
Summary pending...
Anomaly DetectionMultimodal NetworkAutonomous Driving
ICML2025
Dimension-Independent Rates for Structured Neural Density Estimation
Summary pending...
density estimationimage processingMarkov random field
ICML2025
Aligned Multi Objective Optimization
Summary pending...
Multi objective optimizationoptimizationmulti-task learning
ICML2025
What Makes a Good Feedforward Computational Graph?
Summary pending...
graphsgraph neural networksrandom walks
ICML2025
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set
Summary pending...
LLM-as-a-JudgeAutoraterFine-grained evaluation
ICML2025
LASER: Attention with Exponential Transformation
Summary pending...
Large language modelingdeep learningtransformer
ICML2025
Model-Based Exploration in Monitored Markov Decision Processes
Summary pending...
Exploration-ExploitationModel-Based Interval EstimationMonitored Markov Decision Processes
ICML2025
Improving Rationality in the Reasoning Process of Language Models through Self-playing Game
Summary pending...
Self-playLarge Language ModelsLLM Reasoning
ICML2025
Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
Summary pending...
pre-trainingdata-centricdata curation
ICML2025
NeuronTune: Towards Self-Guided Spurious Bias Mitigation
Summary pending...
spurious correlationrobustnessbias mitigation
ICML2025
Universal Approximation of Mean-Field Models via Transformers
Summary pending...
Mean Field EquationsTransformersUniversal Approximation
ICML2025
ADIOS: Antibody Development via Opponent Shaping
Summary pending...
Opponent ShapingAntibody DesignMeta Learning
ICML2025
Multiaccuracy and Multicalibration via Proxy Groups
Summary pending...
multicalibrationmultiaccuracyfairness
ICML2025
DriveGPT: Scaling Autoregressive Behavior Models for Driving
Summary pending...
Autonomous DrivingFoundation ModelsBehavior Modeling
ICML2025
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
Summary pending...
LLMsInterpretabilitySparse Autoencoders
ICML2025
Feedforward Few-shot Species Range Estimation
Summary pending...
species distribution modelingSDMspecies range modelling
ICML2025
Scaling Test-Time Compute Without Verification or RL is Suboptimal
Summary pending...
LLMstest-time computeverification
ICML2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
Summary pending...
Cognitive ScienceMachine LearningFine-tuning