conftrace_

Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
'10
'15
'20
'25

Papers (including subtopics)

Universal Graph Convolutional Networks NIPS 2021
The Causal-Neural Connection: Expressiveness, Learnability, and Inference NIPS 2021
Dynamic Inference with Neural Interpreters NIPS 2021
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces NIPS 2021
One Explanation is Not Enough: Structured Attention Graphs for Image Classification NIPS 2021
Shifted Chunk Transformer for Spatio-Temporal Representational Learning NIPS 2021
Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models NIPS 2021
Coarse-to-fine Animal Pose and Shape Estimation NIPS 2021
Sparse Spiking Gradient Descent NIPS 2021
Detecting Moments and Highlights in Videos via Natural Language Queries NIPS 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NIPS 2021
ATISS: Autoregressive Transformers for Indoor Scene Synthesis NIPS 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers NIPS 2021
Do Vision Transformers See Like Convolutional Neural Networks? NIPS 2021
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks NIPS 2021
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks NIPS 2021
TokenLearner: Adaptive Space-Time Tokenization for Videos NIPS 2021
Glance-and-Gaze Vision Transformer NIPS 2021
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NIPS 2021
Towards Stable and Robust AdderNets NIPS 2021
Representing Long-Range Context for Graph Neural Networks with Global Attention NIPS 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution NIPS 2021
Video Instance Segmentation using Inter-Frame Communication Transformers NIPS 2021
Alignment Attention by Matching Key and Query Distributions NIPS 2021
Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations NIPS 2021