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)

From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble ICML 2024 From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024 From GARCH to Neural Network for Volatility Forecast AAAI 2024 From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction COLING 2024 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module ICLR 2024 From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024 From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas IJCAI 2024 From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ICML 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition ICLR 2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation CVPR 2024 Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models NeurIPS 2024 FSC: Few-point Shape Completion CVPR 2024 FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning NeurIPS 2024 FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features CVPR 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Full Bayesian Significance Testing for Neural Networks AAAI 2024 Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective AAAI 2024 Fully-Automatic Reflection Removal for 360-Degree Images WACV 2024 Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024 Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024 Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products NeurIPS 2024