Papers
12094 papers
ICLR2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
Summary pending...
Large Language ModelsModel HallucinationModel Alignment
ICLR2025
Efficient Inference for Large Language Model-based Generative Recommendation
Summary pending...
LLM-based Generative RecommendationSpeculative DecodingDecoding Acceleration
ICLR2025
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
Summary pending...
optimizationLoRA
ICLR2025
Heavy-Tailed Diffusion Models
Summary pending...
Generative modelsDiffusion modelsHeavy-Tailed Distributions
ICLR2025
To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts
Summary pending...
Large Language ModelKnowledge ConflictRetrieval Augmented Generation
ICLR2025
Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
Summary pending...
BenchmarkLarge Vision language ModelPerception Ability
ICLR2025
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
Summary pending...
Large Language ModelTool LearningLearning from Experience
ICLR2025
Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
Summary pending...
evaluating copyingcopyrightgenerative ai
ICLR2025
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
Summary pending...
Developmental InterpretabilityMechanistic InterpretabilitySingular Learning Theory
ICLR2025
VLMaterial: Procedural Material Generation with Large Vision-Language Models
Summary pending...
generative modelprocedural materialappearance modeling
ICLR2025
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
Summary pending...
Long Context LLMRetrieval-augmented generation
ICLR2025
Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning
Summary pending...
Machine UnlearningLarge Language Model
ICLR2025
CONTRA: Conformal Prediction Region via Normalizing Flow Transformation
Summary pending...
Uncertainty QuantificationConditional Density EstimationConformalized Quantile Regression
ICLR2025
When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs'' for Human-AI Interaction
Summary pending...
large language modelhuman-LLM interactionAPI
ICLR2025
A Theoretical Framework for Partially-Observed Reward States in RLHF
Summary pending...
reinforcement learninglearning theoryreinforcement learning theory
ICLR2025
ZETA: Leveraging $Z$-order Curves for Efficient Top-$k$ Attention
Summary pending...
TransformerIn-context learningLong Context
ICLR2025
Boosting Methods for Interval-censored Data with Regression and Classification
Summary pending...
BoostingFunctional gradient descentInterval-censored data
ICLR2025
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
Summary pending...
LLMreasoninggeneralization
ICLR2025
Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions?
Summary pending...
egocentrichand-object interactionvideo-language model
ICLR2025
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
Summary pending...
video MLLM