Papers
12094 papers
ICML2025
UnHiPPO: Uncertainty-aware Initialization for State Space Models
Summary pending...
state spaceuncertaintyhippo
ICLR2024
Class Incremental Learning via Likelihood Ratio Based Task Prediction
Summary pending...
Class Incremental LearningContinual Learning
ICLR2024
Momentum Benefits Non-iid Federated Learning Simply and Provably
Summary pending...
federated learningmomentumdata heterogeneity
ICLR2024
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
Summary pending...
meta learning theorynon-convex online meta learningpiecewise-Lipschitz/non-Lipschitz functions
ICLR2024
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
Summary pending...
Decentralized optimizationStiefel manifoldConjugate gradient method
ICLR2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
Summary pending...
Test-time adaptationRoustness
ICLR2024
Enhanced Face Recognition using Intra-class Incoherence Constraint
Summary pending...
Representation learningComputer visionFace recognition
ICLR2024
Tag2Text: Guiding Vision-Language Model via Image Tagging
Summary pending...
Image RecognitionVision-Language PretrainingImage Tagging
ICLR2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model
Summary pending...
Parameter-efficient fine-tuningSegment Anything ModelLoRA
ICLR2024
Conformal Prediction via Regression-as-Classification
Summary pending...
Conformal PredictionProbability FunctionRegression
ICLR2024
Efficient Planning with Latent Diffusion
Summary pending...
Offline Decision-MakingOffline Reinforcement LearningGenerative Model
ICLR2024
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
Summary pending...
Efficient TransformersInference-time EfficiencyCPU
ICLR2024
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Summary pending...
large language modeagentmulti-agent
ICLR2024
Pre-training with Synthetic Data Helps Offline Reinforcement Learning
Summary pending...
Deep Reinforcement LearningOffline Reinforcement LearningPretraining
ICLR2024
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
Summary pending...
reinforcement learning theoryPOMDPspartially observable reinforcement learning
ICLR2024
Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets
Summary pending...
Reinforcement LearningDiversity in RLOffline RL
ICLR2024
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
Summary pending...
adversarial defenseresamplingimplicit representation
ICLR2024
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
Summary pending...
VFLAttacks and DefensesBenchmark
ICLR2024
Grounding Multimodal Large Language Models to the World
Summary pending...
large language modelmultimodal large language modelgrounding
ICLR2024
Finite-State Autoregressive Entropy Coding for Efficient Learned Lossless Compression
Summary pending...
Lossless CompressionAutoregressive ModelAcceleration