Papers
12094 papers
ICLR2025
What should a neuron aim for? Designing local objective functions based on information theory
Summary pending...
local learninginterpretabilityneuro-inspired
ICLR2025
The Foundations of Tokenization: Statistical and Computational Concerns
Summary pending...
TokenizationLanguage ModelsConsistency
ICLR2025
Instant Policy: In-Context Imitation Learning via Graph Diffusion
Summary pending...
In-context Imitation LearningRobotic ManipulationGraph Neural Networks
ICLR2025
Universal generalization guarantees for Wasserstein distributionally robust models
Summary pending...
generalization guaranteesoptimal transportdistributionally robust optimization
ICLR2025
HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents
Summary pending...
reinforcement learningAI safetysafe RL
ICLR2025
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
Summary pending...
LLM AlignemntPreference LearningText Generation
ICLR2025
Linear Partial Gromov-Wasserstein Embedding
Summary pending...
Optimal transportGromov-Wasserstein problemUnbalanced optimal transport
ICLR2025
Regret-Optimal List Replicable Bandit Learning: Matching Upper and Lower Bounds
Summary pending...
ReplicabilityRegret BoundBandit
ICLR2025
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
Summary pending...
intrinsic dimensionnonlinear correlationmultimodal representations
ICLR2025
Conformal Prediction Sets Can Cause Disparate Impact
Summary pending...
Conformal PredictionFairnessUncertainty Quantification
ICLR2025
General Scene Adaptation for Vision-and-Language Navigation
Summary pending...
vision-and-language navigation; scene adaptation; multi-modal learning
ICLR2025
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
Summary pending...
Multimodal Large Language ModelAlignment
ICLR2025
Scalable Mechanistic Neural Networks
Summary pending...
Scientific Machine LearningOrdinary Differential EquationsTime Series
ICLR2025
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
Summary pending...
Coreference ResolutionLong Contextual UnderstandingInformation Extraction
ICLR2025
Separation Power of Equivariant Neural Networks
Summary pending...
Geometric Deep LearningTheory for Equivariant Neural NetworksExpressive Power
ICLR2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
Summary pending...
State TrackingState SpaceMamba
ICLR2025
Captured by Captions: On Memorization and its Mitigation in CLIP Models
Summary pending...
memorizationmulti-modalclip
ICLR2025
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
Summary pending...
Fourier Neural OperatorSensitivity AnalysisParametric Differential Equations
ICLR2025
PaPaGei: Open Foundation Models for Optical Physiological Signals
Summary pending...
self-supervised learningfoundation modelstime series
ICLR2025
One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
Summary pending...
large language modeljailbreak attackrobustness