conftrace_

neural network

7,070 papers

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Also known as

NN

Co-occurring keywords · papers mentioning both

representation learning (452) model compression (322) deep learning (309) attention mechanism (308) transfer learning (250) text classification (228) feature learning (192) knowledge distillation (188) deep neural network (186) image classification (172)

Papers

Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction ICML 2024 Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning ICML 2024 Potential Based Diffusion Motion Planning ICML 2024 Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms NeurIPS 2024 Prediction Error-based Classification for Class-Incremental Learning ICLR 2024 Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks AISTATS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024 Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024 Probabilistic Integral Circuits AISTATS 2024 Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024 Probabilistic Neural Circuits AAAI 2024 Progressive Poisoned Data Isolation for Training-Time Backdoor Defense AAAI 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Provable and Efficient Dataset Distillation for Kernel Ridge Regression NeurIPS 2024 Provable Benefit of Cutout and CutMix for Feature Learning NeurIPS 2024 Provable Tempered Overfitting of Minimal Nets and Typical Nets NeurIPS 2024 Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024 ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning CVPR 2024 PTMQ: Post-training Multi-Bit Quantization of Neural Networks AAAI 2024 pyvene: A Library for Understanding and Improving PyTorch Models via Interventions NAACL 2024 QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints L4DC 2024 QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024 Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024 Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning AAAI 2024 Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing NeurIPS 2024