Papers
12094 papers
ICLR2024
Domain Randomization via Entropy Maximization
Summary pending...
Reinforcement LearningSim-to-Real TransferDomain Randomization
ICLR2024
Effective Structural Encodings via Local Curvature Profiles
Summary pending...
Graph Neural NetworksDiscrete CurvatureRewiring
ICLR2024
Branch-GAN: Improving Text Generation with (not so) Large Language Models
Summary pending...
GANGANNText Generation
ICLR2024
One For All: Towards Training One Graph Model For All Classification Tasks
Summary pending...
Graph Neural NetworkLarge Language ModelIn-context Learning
ICLR2024
An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models
Summary pending...
Vision Language ModelAdversarial TransferabilityPrompt Tuning
ICLR2024
Copula Conformal prediction for multi-step time series prediction
Summary pending...
Conformal Predictiontime seriesuncertainty quantification
ICLR2024
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
Summary pending...
Rashomon EffectRashomon SetPredictive Multiplicity
ICLR2024
Combining Axes Preconditioners through Kronecker Approximation for Deep Learning
Summary pending...
Optimization
ICLR2024
On the hardness of learning under symmetries
Summary pending...
Equivariancestatistical querylower bound
ICLR2024
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
Summary pending...
Time Series ForecastingTransformerMultivariate Time Series
ICLR2024
Diffusion-TS: Interpretable Diffusion for General Time Series Generation
Summary pending...
Diffusion modelsSynthetic Time seriesImputation
ICLR2024
Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
Summary pending...
computational neuroscienceprobabilistic codingneural sampling
ICLR2024
Headless Language Models: Learning without Predicting with Contrastive Weight Tying
Summary pending...
representation learningNLPlanguage modeling
ICLR2024
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Summary pending...
Long-horizon robot learningreinforcement learningLLMs
ICLR2024
Robust Model Based Reinforcement Learning Using $\mathcal{L}_1$ Adaptive Control
Summary pending...
Robust controlReinforcement learning
ICLR2024
Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Summary pending...
Adversarial trainingtwo-player zero-sumbilevel optimization
ICLR2024
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
Summary pending...
large-scale graphssignal samplinggraphons
ICLR2024
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
Summary pending...
Graph contrastive learningspiking neural networksbinarized graph representation learning
ICLR2024
Cascading Reinforcement Learning
Summary pending...
reinforcement learningcascading banditscombinatorial action space
ICLR2024
Quasi-Monte Carlo for 3D Sliced Wasserstein
Summary pending...
Sliced WassersteinMonte Carlo MethodsPoint-Cloud