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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)

Noise-Aware Image Captioning with Progressively Exploring Mismatched Words AAAI 2024
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024
eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024
One Step Learning, One Step Review AAAI 2024
NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem AAAI 2024
Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds AAAI 2024
AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs AAAI 2024
Deep Active Learning with Noise Stability AAAI 2024
Agile Multi-Source-Free Domain Adaptation AAAI 2024
Learning Temporal Resolution in Spectrogram for Audio Classification AAAI 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
Layer Collaboration in the Forward-Forward Algorithm AAAI 2024
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training AAAI 2024
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent AAAI 2024
Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains AAAI 2024
REPrune: Channel Pruning via Kernel Representative Selection AAAI 2024
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation AAAI 2024
Robustly Train Normalizing Flows via KL Divergence Regularization AAAI 2024
Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024
Unraveling Batch Normalization for Realistic Test-Time Adaptation AAAI 2024
DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) AAAI 2024
FFT-Based Dynamic Token Mixer for Vision AAAI 2024
Parameterized Projected Bellman Operator AAAI 2024
DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024
Neural Network Approximation for Pessimistic Offline Reinforcement Learning AAAI 2024