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LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024
Causal Analysis for Robust Interpretability of Neural Networks WACV 2024
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention AAAI 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024
A Sequential Learning-Based Approach for Monocular Human Performance Capture WACV 2024
Model-based Diffusion for Trajectory Optimization NIPS 2024
4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters WACV 2024
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model NIPS 2024
CALANet: Cheap All-Layer Aggregation for Human Activity Recognition NIPS 2024
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024
AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024
EM Distillation for One-step Diffusion Models NIPS 2024
Moûsai: Efficient Text-to-Music Diffusion Models ACL 2024
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation NIPS 2024
Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NIPS 2024
On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models ACL 2024
MaxQ: Multi-Axis Query for N:M Sparsity Network CVPR 2024