hidden layer

LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025 MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation ICLR 2025 Relational DNN Verification With Cross Executional Bound Refinement ICML 2024 How Does Information Bottleneck Help Deep Learning? ICML 2023 Learning Narrow One-Hidden-Layer ReLU Networks COLT 2023 The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023 Beyond Mahalanobis Distance for Textual OOD Detection NeurIPS 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 When Expressivity Meets Trainability: Fewer than n Neurons Can Work NeurIPS 2021 A closer look at the approximation capabilities of neural networks ICLR 2020 How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking EMNLP 2020 Patient Knowledge Distillation for BERT Model Compression EMNLP 2019 ResNet and Batch-normalization Improve Data Separability ACML 2019 The power of deeper networks for expressing natural functions ICLR 2018 Visualizing Phoneme Category Adaptation in Deep Neural Networks Interspeech 2018 Global Optimality in Neural Network Training CVPR 2017 Exploiting Hidden-Layer Responses of Deep Neural Networks for Language Recognition Interspeech 2016 On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models Interspeech 2016 Deeply-Supervised Nets AISTATS 2015 Convex Two-Layer Modeling NeurIPS 2013 A Better Way to Pretrain Deep Boltzmann Machines NeurIPS 2012 Shallow vs. Deep Sum-Product Networks NeurIPS 2011 Conditional Neural Fields NeurIPS 2009