Papers
12094 papers
ICLR2025
NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments
Summary pending...
Intermittent ComputingEnergy HarvestingIntermittency Aware Training
ICLR2025
Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation
Summary pending...
Synthetic DataNeural Theorem ProvingFormal Reasoning
ICLR2025
Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow
Summary pending...
transformertraining dynamicsgradient flow
ICLR2025
Interactive Adjustment for Human Trajectory Prediction with Individual Feedback
Summary pending...
Human Trajectory Prediction
ICLR2025
CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
Summary pending...
Computer VisionGenerative ModelDiffusion Model
ICLR2025
Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
Summary pending...
Referring expression generationreferring expression comprehensionvision-guided expression diffusion
ICLR2025
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation
Summary pending...
Retrieval Augmented GenerationKnowledge Driven Reasoning
ICLR2025
A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization
Summary pending...
Chip DesignLogic OptimizationSymbolic Regression
ICLR2025
Factor Graph-based Interpretable Neural Networks
Summary pending...
interpretable neural networkfactor graphperturbation
ICLR2025
Multi-Scale Fusion for Object Representation
Summary pending...
Object-Centric Learning (OCL)Variational Autoencoder (VAE)Multi-Scale
ICLR2025
AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements
Summary pending...
natural language processingmodern slaverycorporate statements
ICLR2025
Unlocking the Potential of Model Calibration in Federated Learning
Summary pending...
Federated LearningModel Calibration
ICLR2025
MuHBoost: Multi-Label Boosting For Practical Longitudinal Human Behavior Modeling
Summary pending...
AI for Public Healthlarge language modelsheterogeneous time-series classification
ICLR2025
CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
Summary pending...
datasetmachine learningdeep learning
ICLR2025
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models
Summary pending...
diffusion modelsclassifier-free guidance
ICLR2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
Summary pending...
Diffusion ModelsLowlevel VisionConditional Generation
ICLR2025
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
Summary pending...
Non contrastive learningPredictive codingEigenvalue dynamics
ICLR2025
TFG-Flow: Training-free Guidance in Multimodal Generative Flow
Summary pending...
flow matchingmolecular designtraining-free guidance
ICLR2025
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
Summary pending...
large language modelssafety alignmentpluralistic alignment
ICLR2025
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning
Summary pending...
Reinforcement LearningReward ShapingThompson Sampling