Neural Networks

Logarithmic Lenses: Exploring Log RGB Data for Image Classification CVPR 2024 Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NeurIPS 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024 LPGD: A General Framework for Backpropagation through Embedded Optimization Layers ICML 2024 LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging CVPR 2024 LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels CVPR 2024 LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering CVPR 2024 LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes NeurIPS 2024 Lyapunov-Stable Deep Equilibrium Models AAAI 2024 MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent ICML 2024 Maestro: Uncovering Low-Rank Structures via Trainable Decomposition ICML 2024 Magnitude Invariant Parametrizations Improve Hypernetwork Learning ICLR 2024 MaIL: Improving Imitation Learning with Selective State Space Models CoRL 2024 Make Lossy Compression Meaningful for Low-Light Images AAAI 2024 Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024 Make RepVGG Greater Again: A Quantization-Aware Approach AAAI 2024 MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NeurIPS 2024 MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models NeurIPS 2024 Mapping back and forth between model predictive control and neural networks L4DC 2024 MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024 MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation WACV 2024