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

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15

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74

94

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536

912

1,611

2,559

3,004

3,504

3,729

4,021

4,550

4,519

1,439

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Papers (including subtopics)

How Smooth Is Attention? ICML 2024 How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation ICLR 2024 How to Train Neural Field Representations: A Comprehensive Study and Benchmark CVPR 2024 How Transformers Learn Causal Structure with Gradient Descent ICML 2024 How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression NeurIPS 2024 How Two-Layer Neural Networks Learn, One (Giant) Step at a Time JMLR 2024 How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers ICML 2024 How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing ICML 2024 HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024 Human and System Perspectives on the Expression of Irony: An Analysis of Likelihood Labels and Rationales COLING 2024 Human Motion Aware Text-to-Video Generation With Explicit Camera Control WACV 2024 HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses CVPR 2024 Humanoid Locomotion as Next Token Prediction NeurIPS 2024 HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors NeurIPS 2024 HumMUSS: Human Motion Understanding using State Space Models CVPR 2024 H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration CVPR 2024 HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SemEval 2024 HW-TSC’s Participation in the WMT 2024 QEAPE Task EMNLP 2024 Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields WACV 2024 HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms NAACL 2024 Hybrid Directional Graph Neural Network for Molecules ICLR 2024 Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners ICLR 2024 Hybrid Frequency Modulation Network for Image Restoration IJCAI 2024 HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations AAAI 2024 Hybrid Mamba for Few-Shot Segmentation NeurIPS 2024