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conftrace_

feedforward neural network

56 papers

FNN

Papers

Neural Network Parameter-optimization of Gaussian Pre-marginalized Directed Acyclic Graphs JMLR 2026 ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning ICLR 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 Expressivity of Neural Networks with Random Weights and Learned Biases ICLR 2025 Logarithmic Width Suffices for Robust Memorization COLT 2025 Team-Risers@DravidianLangTech 2025: AI-Generated Product Review Detection in Dravidian Languages Using Transformer-Based Embeddings NAACL 2025 Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation CVPR 2025 AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text SemEval 2024 FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024 LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024 PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024 Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers (Student Abstract) AAAI 2024 Subhomogeneous Deep Equilibrium Models ICML 2024 Application-Agnostic Language Modeling for On-Device ASR ACL 2023 Failing with Grace: Learning Neural Network Controllers that are Boundedly Unsafe L4DC 2023 Lifted Bregman Training of Neural Networks JMLR 2023 Lightweight and Efficient Spoken Language Identification of Long-form Audio Interspeech 2023 Neural tangent kernel at initialization: linear width suffices UAI 2023 Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes ICML 2023 A general approximation lower bound in L^p norm, with applications to feed-forward neural networks NeurIPS 2022 RvS: What is Essential for Offline RL via Supervised Learning? ICLR 2022 Word Sense Disambiguation of French Lexicographical Examples Using Lexical Networks COLING 2022 Fast Geometric Projections for Local Robustness Certification ICLR 2021 How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks ICLR 2021 Interpreting Neural Networks as Quantitative Argumentation Frameworks AAAI 2021