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Model Architecture

4351 directly classified papers

Papers per year

Papers

PTMQ: Post-training Multi-Bit Quantization of Neural Networks AAAI 2024
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness AAAI 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts NIPS 2024
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024
DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NIPS 2024
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
Parameterized Projected Bellman Operator AAAI 2024
DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) AAAI 2024
A Morphology-Based Investigation of Positional Encodings EMNLP 2024
Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024
REPrune: Channel Pruning via Kernel Representative Selection AAAI 2024
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024
Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains AAAI 2024
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent AAAI 2024
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training AAAI 2024
Layer Collaboration in the Forward-Forward Algorithm AAAI 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NIPS 2024
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024
Deep Active Learning with Noise Stability AAAI 2024
Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds AAAI 2024
eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024