Papers
12094 papers
ICML2025
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Summary pending...
agentsbenchmarkcomputer agents
ICML2025
Safety-Polarized and Prioritized Reinforcement Learning
Summary pending...
Safe Reinforcement Learning
ICML2025
Test-Time Training Provably Improves Transformers as In-context Learners
Summary pending...
in-context learningtransformerstest-time training
ICML2025
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
Summary pending...
Deep LearningDynamical ModelingNeural Imaging
ICML2025
ELoRA: Low-Rank Adaptation for Equivariant GNNs
Summary pending...
graph neural networkequivarianceparameter-efficient fine-tuning
ICML2025
Tracking Most Significant Shifts in Infinite-Armed Bandits
Summary pending...
non-stationaryinfinite-armed banditsbandits
ICML2025
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
Summary pending...
chain of thoughtpsychologycognitive science
ICML2025
Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions
Summary pending...
Universal approximationFloating-Point Arithmetic
ICML2025
Geometry Informed Tokenization of Molecules for Language Model Generation
Summary pending...
Language models
ICML2025
Uncertainty Quantification for LLM-Based Survey Simulations
Summary pending...
synthetic datalarge language modelsuncertainty quantification
ICML2025
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
Summary pending...
diffusioninterpretabilitytransformers
ICML2025
(How) Can Transformers Predict Pseudo-Random Numbers?
Summary pending...
InterpretabilityIn-context learningGrokking
ICML2025
Causal Abstraction Inference under Lossy Representations
Summary pending...
causalitycausal inferencecausal abstractions
ICML2025
The Role of Randomness in Stability
Summary pending...
ReplicabilityDifferential PrivacyPAC Learning
ICML2025
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product
Summary pending...
Theory of deep learninggrokkingmodular arithmetic
ICML2025
OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation
Summary pending...
Anomaly DetectionDiffusion ModelDiffusion Distillation
ICML2025
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
Summary pending...
early traininglinear mode connectivityloss landscape
ICML2025
Accelerating Large Language Model Reasoning via Speculative Search
Summary pending...
Large Language Model ReasoningInference AccelerationTree Search
ICML2025
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
Summary pending...
Diffusion ModelDiscrete DiffusionMultimodal
ICML2025
SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
Summary pending...
large language modelsefficient fine-tuningsparsity