← Techniques
Deep Learning › Techniques ›

Model Architecture

4351 directly classified papers

Papers per year

Papers

Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains AAAI 2024
Exploration of the CycleGN Framework for Low-Resource Languages EMNLP 2024
MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024
Condition-Aware Neural Network for Controlled Image Generation CVPR 2024
Grounding and Enhancing Grid-based Models for Neural Fields CVPR 2024
CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024
Dissecting Query-Key Interaction in Vision Transformers NIPS 2024
IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model NAACL 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024
Object Dynamics Modeling with Hierarchical Point Cloud-based Representations CVPR 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric CVPR 2024
Task-Driven Wavelets using Constrained Empirical Risk Minimization CVPR 2024
MACE: Mass Concept Erasure in Diffusion Models CVPR 2024
WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights CVPR 2024
FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection AAAI 2024
Sparse maximal update parameterization: A holistic approach to sparse training dynamics NIPS 2024
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes IJCAI 2024
Neural Lineage CVPR 2024
Leveraging Customer Feedback for Multi-modal Insight Extraction NAACL 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer CVPR 2024
LOCR: Location-Guided Transformer for Optical Character Recognition EMNLP 2024