Papers
12094 papers
ICLR2025
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
Summary pending...
Retrieval-Augmented GenerationSecurityPrivacy
ICLR2025
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
Summary pending...
Language modelsNatural language processingSoftware engineering
ICLR2025
PEARL: Towards Permutation-Resilient LLMs
Summary pending...
In-Context LearningLarge Language ModelsInstruction Tuning
ICLR2025
What's the Move? Hybrid Imitation Learning via Salient Points
Summary pending...
Imitation LearningRobot LearningRobot Manipulation
ICLR2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
Summary pending...
Flow Matchingdynamical systems
ICLR2025
BRAID: Input-driven Nonlinear Dynamical Modeling of Neural-Behavioral Data
Summary pending...
Deep learningDynamic modelingSensory stimuli
ICLR2025
Robustness Reprogramming for Representation Learning
Summary pending...
Adversarial RobustnessRobustness ReprogrammingRobust Representation Learning
ICLR2025
Forking Paths in Neural Text Generation
Summary pending...
Large Language ModelsUncertainty EstimationInterpretability
ICLR2025
Counterfactual Realizability
Summary pending...
causal inferenceexperiment designcausal reinforcement learning
ICLR2025
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
Summary pending...
large language modelalignmentpreference
ICLR2025
LICO: Large Language Models for In-Context Molecular Optimization
Summary pending...
large language modelsmolecular optimizationblack-box optimization
ICLR2025
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
Summary pending...
Speculative decodingVisual Autoregressive Models
ICLR2025
Efficient Causal Decision Making with One-sided Feedback
Summary pending...
semiparametric efficiencyone-sided feedbackcausal decision making
ICLR2025
GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers
Summary pending...
Large Language ModelPrompt Optimization
ICLR2025
Prompting Fairness: Integrating Causality to Debias Large Language Models
Summary pending...
Large Language ModelPromptingSocial Bias
ICLR2025
LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality
Summary pending...
DatasetHuman trajectoryIndoor locomotion
ICLR2025
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
Summary pending...
3D Scene EditingLarge Language ModelDiffusion-based Models
ICLR2025
DataMan: Data Manager for Pre-training Large Language Models
Summary pending...
Large Language ModelsData SelectionPre-Training
ICLR2025
Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
Summary pending...
LLMsgamessearch
ICLR2025
LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid
Summary pending...
large language modelquantization