conftrace_

Architectures

30,950 papers (33 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Neural Networks (13,168) Transformers (11,186) Graph Neural Networks (5,491) Autoencoders (1,313) Convolutional Neural Networks (1,049) Recurrent Neural Networks (675) Generative Adversarial Networks (94) Encoder-Decoder (36)

Papers per year

2

3

15

13

18

17

27

39

43

74

94

221

536

912

1,611

2,559

3,004

3,504

3,729

4,021

4,550

4,519

1,439

'10

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Papers (including subtopics)

What they do when in doubt: a study of inductive biases in seq2seq learners ICLR 2021 What You Can Learn by Staring at a Blank Wall ICCV 2021 When Are Solutions Connected in Deep Networks? NeurIPS 2021 When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021 When Expressivity Meets Trainability: Fewer than n Neurons Can Work NeurIPS 2021 When MAML Can Adapt Fast and How to Assist When It Cannot AISTATS 2021 Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples ICCV 2021 Which transformer architecture fits my data? A vocabulary bottleneck in self-attention ICML 2021 Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition Interspeech 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies MIDL 2021 Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce AAAI 2021 Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? ICLR 2021 Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021 WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset NAACL 2021 WildfireNet: Predicting Wildfire Profiles (Student Abstract) AAAI 2021 Winning Lottery Tickets in Deep Generative Models AAAI 2021 WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans SemEval 2021 Word2Fun: Modelling Words as Functions for Diachronic Word Representation NeurIPS 2021 Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media NAACL 2021 Writing Polishment with Simile: Task, Dataset and A Neural Approach AAAI 2021 WSRGlow: A Glow-Based Waveform Generative Model for Audio Super-Resolution Interspeech 2021 XCiT: Cross-Covariance Image Transformers NeurIPS 2021 Y2-Net FCRN for Acoustic Echo and Noise Suppression Interspeech 2021 YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection SemEval 2021