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Deep Learning

1752 directly classified papers

Papers per year

Papers

MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data AAAI 2023
Faithful Heteroscedastic Regression with Neural Networks AISTATS 2023
DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023
Fast Fluid Simulation via Dynamic Multi-Scale Gridding AAAI 2023
Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting AAAI 2023
A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023
Deep Attentive Model for Knowledge Tracing AAAI 2023
Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation CVPR 2023
Dropout as a Regularizer of Interaction Effects AISTATS 2022
The Tree Loss: Improving Generalization with Many Classes AISTATS 2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 2022
Massive-scale Decoding for Text Generation using Lattices NAACL 2022
Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022
Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset NAACL 2022
Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022
Selective Differential Privacy for Language Modeling NAACL 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022
Provably Confidential Language Modelling NAACL 2022
Listen only to me! How well can target speech extraction handle false alarms? INTERSPEECH 2022
Speak Like a Professional: Increasing Speech Intelligibility by Mimicking Professional Announcer Voice with Voice Conversion INTERSPEECH 2022
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022