Papers
12094 papers
ICLR2025
QP-SNN: Quantized and Pruned Spiking Neural Networks
Summary pending...
Spiking Neural NetworksNeuromorphic ComputingSpiking Pruning
ICLR2025
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
Summary pending...
metal-organic frameworkmaterial structure predictionAI for science
ICLR2025
Ask, and it shall be given: On the Turing completeness of prompting
Summary pending...
PromptingLarge Language ModelTransformer
ICLR2025
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
Summary pending...
Large Language ModelTable Representation LearningNL2SQL
ICLR2025
New Algorithms for the Learning-Augmented k-means Problem
Summary pending...
Learning-Augmented Clustering; Approximation Algorithm;
ICLR2025
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization
Summary pending...
Reward Over-OptimizationReinforcement Learning from Human FeedbackLarge Language Model
ICLR2025
DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
Summary pending...
Spiking Neural NetworksDeep Temporal-Aligned Gradient EnhancementSpatio-Temporal Deep Supervision
ICLR2025
On Scaling Up 3D Gaussian Splatting Training
Summary pending...
Gaussian SplattingMachine Learning SystemDistributed Training
ICLR2025
Do Large Language Models Truly Understand Geometric Structures?
Summary pending...
Large Language ModelsGeometric Ability EvaluationGeometric Relationship Identification
ICLR2025
Minimalistic Predictions for Online Class Constraint Scheduling
Summary pending...
SchedulingClass ConstraintsPredictions
ICLR2025
KBLaM: Knowledge Base augmented Language Model
Summary pending...
Large language model; Knowledge augmentation;
ICLR2025
Global Identifiability of Overcomplete Dictionary Learning via L1 and Volume Minimization
Summary pending...
Dictionary learningovercompletesparse
ICLR2025
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations
Summary pending...
personalized federated reinforcement learningshared representationsstochastic approximation
ICLR2025
From Attention to Activation: Unraveling the Enigmas of Large Language Models
Summary pending...
TransformersAdamOptimizer
ICLR2025
Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models
Summary pending...
large language model; LLM; reasoning; pretraining data; influence functions; mathematical reasoning
ICLR2025
Spiking Vision Transformer with Saccadic Attention
Summary pending...
Spiking Neural NetworksSpiking TransformerSpike-driven Self-attention
ICLR2025
Learning Graph Invariance by Harnessing Spuriosity
Summary pending...
Out-of-Distribution GeneralizationInvariant LearningGraph Neural Networks
ICLR2025
Agent Skill Acquisition for Large Language Models via CycleQD
Summary pending...
Large Language ModelsSkill AcquisitionQuality Diversity
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