Papers
12094 papers
ICLR2024
Meta-Learning Priors Using Unrolled Proximal Networks
Summary pending...
Meta-learningprior extractionalgorithm unrolling
ICLR2024
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
Summary pending...
Bioinformatics
ICLR2024
SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
Summary pending...
Spiking Neural BetworkPoint CloudEvent Camera
ICLR2024
Sample-Efficient Quality-Diversity by Cooperative Coevolution
Summary pending...
Quality-DiversityReinforcement LearningEvolutionary Algorithms
ICLR2024
Prompt Learning with Quaternion Networks
Summary pending...
Prompt LearningQuaternion NetworksMultimodal
ICLR2024
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
Summary pending...
collaborative filteringrepresentation learning
ICLR2024
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Summary pending...
entity alignmentvariational autoencodergenerative models
ICLR2024
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
Summary pending...
Reinforcement learning theoryGeneral function approximationInfinite-horizon Average-reward MDPs
ICLR2024
InfoCon: Concept Discovery with Generative and Discriminative Informativeness
Summary pending...
concept discoveryrobotic manipulationself-supervised learning
ICLR2024
Robot Fleet Learning via Policy Merging
Summary pending...
Fleet LearningWeight MergingMulti-task Policy Learning
ICLR2024
Teach LLMs to Phish: Stealing Private Information from Language Models
Summary pending...
LLMsmachine learningmemorization
ICLR2024
Elucidating the design space of classifier-guided diffusion generation
Summary pending...
conditional diffusion samplingclassifier guidance
ICLR2024
Scaling Supervised Local Learning with Augmented Auxiliary Networks
Summary pending...
Local LearningBiologically Motivated LearningDeep Learning
ICLR2024
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction
Summary pending...
Multimodal learningobject detection
ICLR2024
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
Summary pending...
Machine TranslationLanguage Language ModelsMultilingual
ICLR2024
Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
Summary pending...
Gaussian ProcessesLatent Variable ModelsVariational Autoencoders
ICLR2024
Large Language Models as Analogical Reasoners
Summary pending...
large language modelpromptinganalogical reasoning
ICLR2024
Graph Generation with $K^2$-trees
Summary pending...
Graph generative modelsgraph neural networks
ICLR2024
Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
Summary pending...
off-policy evaluationreinforcement learningdeterministic policy
ICLR2024
A Study of Bayesian Neural Network Surrogates for Bayesian Optimization
Summary pending...
Bayesian OptimizationGaussian ProcessesBayesian Neural Networks