Papers
12094 papers
ICLR2025
Instant Policy: In-Context Imitation Learning via Graph Diffusion
Summary pending...
In-context Imitation LearningRobotic ManipulationGraph Neural Networks
ICLR2025
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
Summary pending...
Coreference ResolutionLong Contextual UnderstandingInformation Extraction
ICLR2025
Cross-Entropy Is All You Need To Invert the Data Generating Process
Summary pending...
supervised learningrepresentation learningidentifiability
ICLR2025
General Scene Adaptation for Vision-and-Language Navigation
Summary pending...
vision-and-language navigation; scene adaptation; multi-modal learning
ICLR2025
Language Models Need Inductive Biases to Count Inductively
Summary pending...
Language Model ArchitectureInductive biasExpressivity
ICLR2025
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable?
Summary pending...
AI interpretabilitymechanistic interpretabilitycausal consistency
ICLR2025
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Summary pending...
retrievalinstructionssearch
ICLR2025
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Summary pending...
Text-to-SQLLLMDatabases
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
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
Summary pending...
Multimodal Large Language ModelAlignment
ICLR2025
The Foundations of Tokenization: Statistical and Computational Concerns
Summary pending...
TokenizationLanguage ModelsConsistency
ICLR2025
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
Summary pending...
Large Language ModelsParameter-efficient Fine-tuningSingular Value Decomposition
ICLR2025
Towards Scalable Topological Regularizers
Summary pending...
topological data analysispersistent homologygenerative adversarial network
ICLR2025
Physics-informed Temporal Difference Metric Learning for Robot Motion Planning
Summary pending...
Robot motion planningEikonal EquationPhysics-informed Neural Networks
ICLR2025
The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
Summary pending...
metagenomicspretraining datasetgenomic language model
ICLR2025
Associative memory and dead neurons
Summary pending...
associative memorydead neuroneneural ODE
ICLR2025
PaPaGei: Open Foundation Models for Optical Physiological Signals
Summary pending...
self-supervised learningfoundation modelstime series
ICLR2025
What should a neuron aim for? Designing local objective functions based on information theory
Summary pending...
local learninginterpretabilityneuro-inspired