← Techniques
Deep Learning › Techniques ›

Model Architecture

4351 directly classified papers

Papers per year

Papers

CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging AAAI 2024
MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024
Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024
A Unified Environmental Network for Pedestrian Trajectory Prediction AAAI 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks AAAI 2024
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024
Block Image Compressive Sensing with Local and Global Information Interaction AAAI 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks NIPS 2024
An Exploration of Length Generalization in Transformer-Based Speech Enhancement INTERSPEECH 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing AAAI 2024
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB AAAI 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024
TECHSSN at SemEval-2024 Task 10: LSTM-based Approach for Emotion Detection in Multilingual Code-Mixed Conversations NAACL 2024
Mixture of Nested Experts: Adaptive Processing of Visual Tokens NIPS 2024
Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024
EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks AAAI 2024
Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling INTERSPEECH 2024
Learning to Remove Wrinkled Transparent Film with Polarized Prior CVPR 2024
EASE-DETR: Easing the Competition among Object Queries CVPR 2024