Neural Networks

TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing EACL 2024 Truth Table Net: Scalable, Compact & Verifiable Neural Networks with a Dual Convolutional Small Boolean Circuit Networks Form IJCAI 2024 TSESNet: Temporal-Spatial Enhanced Breast Tumor Segmentation in DCE-MRI Using Feature Perception and Separability IJCAI 2024 TueSents at SemEval-2024 Task 8: Predicting the Shift from Human Authorship to Machine-generated Output in a Mixed Text SemEval 2024 Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting AISTATS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NeurIPS 2024 Unconditional stability of a recurrent neural circuit implementing divisive normalization NeurIPS 2024 Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition EACL 2024 Understanding and Improving Optimization in Predictive Coding Networks AAAI 2024 Understanding and Leveraging the Learning Phases of Neural Networks AAAI 2024 Understanding Bias in Large-Scale Visual Datasets NeurIPS 2024 Understanding MLP-Mixer as a wide and sparse MLP ICML 2024 Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NeurIPS 2024 Understanding the difficulty of solving Cauchy problems with PINNs L4DC 2024 Understanding the Generalization Benefits of Late Learning Rate Decay AISTATS 2024 Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks ICLR 2024 Understanding Transformer Reasoning Capabilities via Graph Algorithms NeurIPS 2024 Understanding Unimodal Bias in Multimodal Deep Linear Networks ICML 2024 Understanding Visual Feature Reliance through the Lens of Complexity NeurIPS 2024 Underwater Organism Color Fine-Tuning via Decomposition and Guidance AAAI 2024 Unified Multi-Talker ASR with and without Target-speaker Enrollment Interspeech 2024 UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition CVPR 2024 UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections NeurIPS 2024 Unitary Convolutions for Learning on Graphs and Groups NeurIPS 2024 United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NeurIPS 2024