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Deep Learning

1752 directly classified papers

Papers per year

Papers

Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence CVPR 2022
Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022
What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 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
SimVP: Simpler Yet Better Video Prediction CVPR 2022
Balanced MSE for Imbalanced Visual Regression CVPR 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
Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022
Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022
Selective Differential Privacy for Language Modeling NAACL 2022
UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 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
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022
Revisiting Temporal Alignment for Video Restoration CVPR 2022
Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022