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Deep Learning

1397 directly classified papers

Papers per year

Papers

HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation NIPS 2024
Neural Conditional Probability for Uncertainty Quantification NIPS 2024
Swift Sampler: Efficient Learning of Sampler by 10 Parameters NIPS 2024
Cross-model Control: Improving Multiple Large Language Models in One-time Training NIPS 2024
Efficient LLM Scheduling by Learning to Rank NIPS 2024
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ NIPS 2024
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NIPS 2024
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NIPS 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset NIPS 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NIPS 2024
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NIPS 2024
Equivariant Neural Diffusion for Molecule Generation NIPS 2024
Second-order forward-mode optimization of recurrent neural networks for neuroscience NIPS 2024
Nuclear Fusion Diamond Polishing Dataset NIPS 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes AISTATS 2024
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series NIPS 2024
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks NIPS 2024
Free-form Flows: Make Any Architecture a Normalizing Flow AISTATS 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity NIPS 2024
Data-Augmentation-Based Dialectal Adaptation for LLMs NAACL 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
SEL-BALD: Deep Bayesian Active Learning with Selective Labels NIPS 2024