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Model Architecture

4351 directly classified papers

Papers per year

Papers

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
Progressive Poisoned Data Isolation for Training-Time Backdoor Defense AAAI 2024
A Canonicalization Perspective on Invariant and Equivariant Learning NIPS 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024
Selective Attention: Enhancing Transformer through Principled Context Control NIPS 2024
RaTEScore: A Metric for Radiology Report Generation EMNLP 2024
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
Object Dynamics Modeling with Hierarchical Point Cloud-based Representations CVPR 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024
Moûsai: Efficient Text-to-Music Diffusion Models ACL 2024
Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024
On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models ACL 2024
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024