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
Summary pending...
transformerstheorylength generalization
ICLR2025
Generating CAD Code with Vision-Language Models for 3D Designs
Summary pending...
Code GenerationSelf-refinement
ICLR2025
Mastering Task Arithmetic: $\tau$Jp as a Key Indicator for Weight Disentanglement
Summary pending...
task arithmeticmodel editingtask vector
ICLR2025
AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption
Summary pending...
Adversarial ExampleAdversarial AttackInpainting
ICLR2025
Scalable Influence and Fact Tracing for Large Language Model Pretraining
Summary pending...
training data attributionLLM pretraininginfluence functions
ICLR2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
Summary pending...
unsupervised anomaly detectionmedical imagescontrastive reverse distillation
ICLR2025
Learning Efficient Positional Encodings with Graph Neural Networks
Summary pending...
positional encodingsgraph neural networksgraph transformers
ICLR2025
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
Summary pending...
Sequential Decision-MakingMonte Carlo Tree SearchTemporal Abstraction
ICLR2025
Towards Learning High-Precision Least Squares Algorithms with Sequence Models
Summary pending...
high precisionleast squaresalgorithm learning
ICLR2025
Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct
Summary pending...
LLMInterpretabilityAI
ICLR2025
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
Summary pending...
Large Language ModelInformation Retrieval
ICLR2025
RouteLLM: Learning to Route LLMs from Preference Data
Summary pending...
Large language modelsquery routing
ICLR2025
Safety-Prioritizing Curricula for Constrained Reinforcement Learning
Summary pending...
curriculum learningconstrained reinforcement learning
ICLR2025
Compute-Optimal LLMs Provably Generalize Better with Scale
Summary pending...
generalization boundslanguage modelsscaling laws
ICLR2025
Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods
Summary pending...
$(L_0L_1)$-smoothnessgradient methods
ICLR2025
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
Summary pending...
In-Context LearningCircuit CompetitionMarkov Chains
ICLR2025
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
Summary pending...
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