Papers
12094 papers
ICLR2025
Bilinear MLPs enable weight-based mechanistic interpretability
Summary pending...
interpretabilitymechanistic interpretabilitybilinear
ICLR2025
Differentially Private Federated Learning with Time-Adaptive Privacy Spending
Summary pending...
Differential PrivacyFederated LearningTime Adaptive Privacy Spending
ICLR2025
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
Summary pending...
Self-supervised learningFrequency domain analysisKnowledge distillation
ICLR2025
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
Summary pending...
topological deep learningoversquashingrewiring
ICLR2025
Online Clustering with Nearly Optimal Consistency
Summary pending...
clusteringonlineconsistency
ICLR2025
Doubly Optimal Policy Evaluation for Reinforcement Learning
Summary pending...
Reinforcement Learning
ICLR2025
Graph Transformers Dream of Electric Flow
Summary pending...
TransformerGraph Neural Network
ICLR2025
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
Summary pending...
text-to-sound generationdistillation modelstext-to-audio diffusion models
ICLR2025
NextBestPath: Efficient 3D Mapping of Unseen Environments
Summary pending...
3D reconstructionactive mapping
ICLR2025
Language-Image Models with 3D Understanding
Summary pending...
Multi-modal Large Language Model with 3D Understanding; 3D Image Grounding from Image
ICLR2025
DataGen: Unified Synthetic Dataset Generation via Large Language Models
Summary pending...
large language modelevaluationsynthetic data
ICLR2025
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
Summary pending...
Reinforcement LearningReinforcement Learning TheoryControllable Representations
ICLR2025
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
Summary pending...
LLMNLPfine-tuning
ICLR2025
Breaking the Reclustering Barrier in Centroid-based Deep Clustering
Summary pending...
deep clusteringunsupervised learningrepresentation learning
ICLR2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
Summary pending...
Multimodal LLMMulti-image UnderstandingBenchmark
ICLR2025
Progressive distillation induces an implicit curriculum
Summary pending...
knowledge distillationfeature learningcurriculum
ICLR2025
Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback
Summary pending...
learning from AI feedbackimitation learningprivileged information
ICLR2025
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
Summary pending...
Data SynthesisGUI AgentLarge Language Model
ICLR2025
Efficient stagewise pretraining via progressive subnetworks
Summary pending...
Efficient stagewise trainingmodular traininglanguage model pretraining
ICLR2025
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Summary pending...
Temporal ReasoningTemporal GraphsLLMs