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)

Deepfake Video Detection via Facial Action Dependencies Estimation AAAI 2023
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces AAAI 2023
Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023
Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks AAAI 2023
FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023
Graph Ordering Attention Networks AAAI 2023
Local Intrinsic Dimensional Entropy AAAI 2023
Deep Visual Forced Alignment: Learning to Align Transcription with Talking Face Video AAAI 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Implicit Stochastic Gradient Descent for Training Physics-Informed Neural Networks AAAI 2023
OMPQ: Orthogonal Mixed Precision Quantization AAAI 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models AAAI 2023
An Operator Theoretic Approach for Analyzing Sequence Neural Networks AAAI 2023
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023
Fixed-Weight Difference Target Propagation AAAI 2023
Machines of Finite Depth: Towards a Formalization of Neural Networks AAAI 2023
Resilient Binary Neural Network AAAI 2023
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023
Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping AAAI 2023