Papers

12094 papers

ICLR2025

On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime

Summary pending...

Contextual bandits with knapsackssmall budget
ICLR2025

PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS

Summary pending...

Mobile PlatformsLarge Language ModelsQuantization
ICLR2025

A Formal Framework for Understanding Length Generalization in Transformers

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transformerstheorylength generalization
ICLR2025

Generating CAD Code with Vision-Language Models for 3D Designs

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Code GenerationSelf-refinement
ICLR2025

Mastering Task Arithmetic: $\tau$Jp as a Key Indicator for Weight Disentanglement

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task arithmeticmodel editingtask vector
ICLR2025

AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption

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Adversarial ExampleAdversarial AttackInpainting
ICLR2025

Scalable Influence and Fact Tracing for Large Language Model Pretraining

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training data attributionLLM pretraininginfluence functions
ICLR2025

Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection

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unsupervised anomaly detectionmedical imagescontrastive reverse distillation
ICLR2025

Learning Efficient Positional Encodings with Graph Neural Networks

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positional encodingsgraph neural networksgraph transformers
ICLR2025

Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction

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Sequential Decision-MakingMonte Carlo Tree SearchTemporal Abstraction
ICLR2025

Towards Learning High-Precision Least Squares Algorithms with Sequence Models

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high precisionleast squaresalgorithm learning
ICLR2025

Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct

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LLMInterpretabilityAI
ICLR2025

Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers

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Large Language ModelInformation Retrieval
ICLR2025

RouteLLM: Learning to Route LLMs from Preference Data

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Large language modelsquery routing
ICLR2025

Safety-Prioritizing Curricula for Constrained Reinforcement Learning

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curriculum learningconstrained reinforcement learning
ICLR2025

Compute-Optimal LLMs Provably Generalize Better with Scale

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generalization boundslanguage modelsscaling laws
ICLR2025

Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods

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$(L_0L_1)$-smoothnessgradient methods
ICLR2025

Competition Dynamics Shape Algorithmic Phases of In-Context Learning

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In-Context LearningCircuit CompetitionMarkov Chains
ICLR2025

DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

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scientific discoverydata-driven discoverydata analysis
ICLR2025

Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function

Summary pending...

Uncertainty QuantificationEvidential Deep LearningBird's Eye View (BEV) Segmentation