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Model Architecture

4351 directly classified papers

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Papers

Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024
Improving Equivariant Model Training via Constraint Relaxation NIPS 2024
MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024
Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024
Real-time safe control of neural network dynamic models with sound approximation L4DC 2024
Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024
Generalizing CNNs to graphs with learnable neighborhood quantization NIPS 2024
CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset NIPS 2024
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints L4DC 2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024
Condition-Aware Neural Network for Controlled Image Generation CVPR 2024
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models ACL 2024
Task-Driven Wavelets using Constrained Empirical Risk Minimization CVPR 2024
TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024
WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights CVPR 2024
Group and Shuffle: Efficient Structured Orthogonal Parametrization NIPS 2024
Your Transformer is Secretly Linear ACL 2024
AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization NIPS 2024
Frequency Attention for Knowledge Distillation WACV 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024