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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
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Papers (including subtopics)

Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization ICML 2021
Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021
Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss ICML 2021
Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks ICML 2021
SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks ICML 2021
HAWQ-V3: Dyadic Neural Network Quantization ICML 2021
Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons ICML 2021
Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation ICML 2021
How Framelets Enhance Graph Neural Networks ICML 2021
Towards Defending against Adversarial Examples via Attack-Invariant Features ICML 2021
Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping IJCAI 2021
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos IJCAI 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields IJCAI 2021
Multi-Channel Pooling Graph Neural Networks IJCAI 2021
UIBert: Learning Generic Multimodal Representations for UI Understanding IJCAI 2021
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System IJCAI 2021
Interpretable Compositional Convolutional Neural Networks IJCAI 2021
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021
Uncertainty-aware Binary Neural Networks IJCAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021