conftrace_
← Deep Learning
Deep Learning ›

Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
30
847
998
'10
'15
'20
'25

Papers (including subtopics)

Alignment-guided Temporal Attention for Video Action Recognition NIPS 2022
Stochastic Adaptive Activation Function NIPS 2022
VTC-LFC: Vision Transformer Compression with Low-Frequency Components NIPS 2022
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NIPS 2022
Deep Compression of Pre-trained Transformer Models NIPS 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022
Fast Vision Transformers with HiLo Attention NIPS 2022
FP8 Quantization: The Power of the Exponent NIPS 2022
Saliency-Aware Neural Architecture Search NIPS 2022
Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation NIPS 2022
Improving GANs with A Dynamic Discriminator NIPS 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on NIPS 2022
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres NIPS 2022
Improved techniques for deterministic l2 robustness NIPS 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness NIPS 2022
Spherization Layer: Representation Using Only Angles NIPS 2022
When Do Flat Minima Optimizers Work? NIPS 2022
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers NIPS 2022
A Deep Learning Dataloader with Shared Data Preparation NIPS 2022
On the non-universality of deep learning: quantifying the cost of symmetry NIPS 2022
DataMUX: Data Multiplexing for Neural Networks NIPS 2022
Kernel Multimodal Continuous Attention NIPS 2022