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Papers
An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network
ICML 2024
BALF: Simple and Efficient Blur Aware Local Feature Detector
WACV 2024
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
NeurIPS 2024
BFCI at AraFinNLP2024: Support Vector Machines for Arabic Financial Text Classification
ACL 2024
Bilateral Propagation Network for Depth Completion
CVPR 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity
NAACL 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration
CVPR 2024
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
ICML 2024
Hybrid Neural Representations for Spherical Data
ICML 2024
Implicit Neural Representations and the Algebra of Complex Wavelets
ICLR 2024
Improved Implicit Neural Representation with Fourier Reparameterized Training
CVPR 2024
Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding
AAAI 2024
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
NeurIPS 2024
Interpreting and Improving Large Language Models in Arithmetic Calculation
ICML 2024
Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions
EMNLP 2024
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
CVPR 2024
Latent Modulated Function for Computational Optimal Continuous Image Representation
CVPR 2024
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
ICLR 2024
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
ECCV 2024
Mixture of Weak and Strong Experts on Graphs
ICLR 2024
MLP Can Be A Good Transformer Learner
CVPR 2024
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting
AAAI 2024
MS-MANO: Enabling Hand Pose Tracking with Biomechanical Constraints
CVPR 2024
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
NeurIPS 2024
Neighbor Similarity and Multimodal Alignment based Product Recommendation Study
UAI 2024