Papers
12094 papers
ICLR2025
Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction
Summary pending...
reinforcement learningmodel based reinforcement learningworld model
ICLR2025
ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition
Summary pending...
Bias MitigationAction Recognition
ICLR2025
UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
Summary pending...
self-supervised learningimaging inverse problems
ICLR2025
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
Summary pending...
spiking neural networkenergy efficient language modelbrain-inspired computing
ICLR2025
Generalized Principal-Agent Problem with a Learning Agent
Summary pending...
principal-agent problemsBayesian persuasionno-regret learning
ICLR2025
Reassessing How to Compare and Improve the Calibration of Machine Learning Models
Summary pending...
calibrationproper scoring rulesECE
ICLR2025
Streaming Algorithms For $\ell_p$ Flows and $\ell_p$ Regression
Summary pending...
RegressionStreamingOnline algorithms
ICLR2025
Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
Summary pending...
scRNA-seqFlow MatchingGenerative modeling
ICLR2025
On the Completeness of Invariant Geometric Deep Learning Models
Summary pending...
geometric deep learninginvariant modelscompleteness
ICLR2025
VideoPhy: Evaluating Physical Commonsense for Video Generation
Summary pending...
text-to-video generationphysical commonsensevideo-text alignment
ICLR2025
Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
Summary pending...
AI Chips DesignComputing Circuits OptimizationEvolutionary Algorithm
ICLR2025
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
Summary pending...
Macro placementChip designEDA
ICLR2025
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
Summary pending...
abstract visual reasoning; contrastive learning; variational autoencoders; out of distribution generalization
ICLR2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
Summary pending...
Large Language ModelsContextual LLMFaithfulness
ICLR2025
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
Summary pending...
Large language modelsReasoningPlanning
ICLR2025
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models
Summary pending...
Federated learningprompt learningvision-language model
ICLR2025
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
Summary pending...
diffusion models; diffusion language models; text diffusion models; discrete diffusion models
ICLR2025
Adaptive Length Image Tokenization via Recurrent Allocation
Summary pending...
Representation LearningImage TokenizationCompression
ICLR2025
DICE: Data Influence Cascade in Decentralized Learning
Summary pending...
Decentralized LearningData InfluenceData Valuation
ICLR2025
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
Summary pending...
empirical risk minimizationhigh-dimensional statisticsscaling laws