Papers
12094 papers
ICLR2025
Learning and aligning single-neuron invariance manifolds in visual cortex
Summary pending...
neural invariancesinvariance manifoldMEI
ICLR2025
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Summary pending...
Medical foundation modelsBenchmarkingVision encoding
ICLR2025
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
Summary pending...
efficient transformer servingsparse attention decoding
ICLR2025
Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters
Summary pending...
vision language modelinference scalingvisual token compression
ICLR2025
HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
Summary pending...
speech recognitionsequence modelingnon-autoregressive models
ICLR2025
Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations
Summary pending...
VisionConvolutional Neural NetworksRepresentation Learning
ICLR2025
Can We Talk Models Into Seeing the World Differently?
Summary pending...
vision language modelsvision biasesshape/texture bias
ICLR2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
Summary pending...
Task arithmeticgeneralizationnonlinear Transformers
ICLR2025
Systems with Switching Causal Relations: A Meta-Causal Perspective
Summary pending...
Meta-CausalityMeta-Causal ReasoningAgent Behavior
ICLR2025
ACES: Automatic Cohort Extraction System for Event-Stream Datasets
Summary pending...
Automatic Task SpecificationCohort ExtractionElectronic Health Records
ICLR2025
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
Summary pending...
large language models; compression; decomposition
ICLR2025
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
Summary pending...
data weighingdata augmentationdistillation
ICLR2025
Near-Exact Privacy Amplification for Matrix Mechanisms
Summary pending...
differential privacyprivacy amplificationprivacy accounting
ICLR2025
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting
Summary pending...
Natural Language ProcessingIn-Context LearningIn-Weights Learning
ICLR2025
Concept Bottleneck Large Language Models
Summary pending...
LLMsInterpretabilityConcept Bottleneck Model
ICLR2025
A Generic Framework for Conformal Fairness
Summary pending...
FairnessConformal PredictionGraph Neural Networks
ICLR2025
Towards Foundation Models for Mixed Integer Linear Programming
Summary pending...
Mixed Integer Linear ProgrammingLarge Language ModelsFoundation Models
ICLR2025
6D Object Pose Tracking in Internet Videos for Robotic Manipulation
Summary pending...
6DoF pose estimationrobotic manipulation from video
ICLR2025
Point-based Instance Completion with Scene Constraints
Summary pending...
instance scene completionpoint cloud completion
ICLR2025
Provable unlearning in topic modeling and downstream tasks
Summary pending...
Machine unlearningtopic modelslanguage models