{"total":43,"rows":[{"id":"2108.12920","title":"KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning","created":"2021-08-29","cited_by_count":17,"area":null},{"id":"2103.11780","title":"Autoregressive Belief Propagation for Decoding Block Codes","created":"2021-01-23","cited_by_count":15,"area":null},{"id":"2110.04466","title":"ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes","created":"2021-10-09","cited_by_count":14,"area":null},{"id":"2106.02797","title":"Neural Distributed Source Coding","created":"2021-06-05","cited_by_count":13,"area":null},{"id":"2105.05540","title":"Cyclically Equivariant Neural Decoders for Cyclic Codes","created":"2021-05-12","cited_by_count":12,"area":null},{"id":"2303.08106","title":"Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues","created":"2023-03-13","cited_by_count":12,"area":null},{"id":"2405.04050","title":"Learning Linear Block Error Correction Codes","created":"2024-05-07","cited_by_count":9,"area":null},{"id":"2111.02359","title":"SVD-Embedded Deep Autoencoder for MIMO Communications","created":"2021-11-03","cited_by_count":5,"area":null},{"id":"2209.01701","title":"Concatenated Classic and Neural (CCN) Codes: ConcatenatedAE","created":"2022-09-04","cited_by_count":5,"area":null},{"id":"2210.00313","title":"CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family","created":"2022-10-01","cited_by_count":5,"area":null},{"id":"2304.13178","title":"Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning","created":"2023-04-25","cited_by_count":4,"area":null},{"id":"2305.10540","title":"Generalization Bounds for Neural Belief Propagation Decoders","created":"2023-05-17","cited_by_count":4,"area":null},{"id":"2406.12900","title":"Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding","created":"2024-06-09","cited_by_count":3,"area":null},{"id":"2105.01260","title":"End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels","created":"2021-05-04","cited_by_count":2,"area":null},{"id":"2106.09925","title":"Realizing Neural Decoder at the Edge with Ensembled BNN","created":"2021-06-18","cited_by_count":2,"area":null},{"id":"2108.06028","title":"DeepIC: Coding for Interference Channels via Deep Learning","created":"2021-08-13","cited_by_count":2,"area":null},{"id":"2202.01972","title":"Hybrid Neural Coded Modulation: Design and Training Methods","created":"2022-02-04","cited_by_count":2,"area":null},{"id":"2503.08451","title":"MinGRU-Based Encoder for Turbo Autoencoder Frameworks","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2601.06969","title":"Generalization Bounds for Transformer Channel Decoders","created":"2026-01-11","cited_by_count":2,"area":null},{"id":"2102.03959","title":"Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding","created":"2021-02-08","cited_by_count":1,"area":null},{"id":"2106.07964","title":"Improving the List Decoding Version of the Cyclically Equivariant Neural Decoder","created":"2021-06-15","cited_by_count":1,"area":null},{"id":"2107.03084","title":"Discriminative Mutual Information Estimators for Channel Capacity Learning","created":"2021-07-07","cited_by_count":1,"area":null},{"id":"2112.11920","title":"List Autoencoder: Towards Deep Learning Based Reliable Transmission Over Noisy Channels","created":"2021-12-19","cited_by_count":1,"area":null},{"id":"2112.13934","title":"RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes","created":"2021-12-27","cited_by_count":1,"area":null},{"id":"2212.10355","title":"Optimizing Serially Concatenated Neural Codes with Classical Decoders","created":"2022-12-20","cited_by_count":1,"area":null},{"id":"2301.06251","title":"Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes","created":"2023-01-16","cited_by_count":1,"area":null},{"id":"2303.16424","title":"ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions","created":"2023-03-29","cited_by_count":1,"area":null},{"id":"2305.09216","title":"Component Training of Turbo Autoencoders","created":"2023-05-16","cited_by_count":1,"area":null},{"id":"2307.06622","title":"Quantum Autoencoders for Learning Quantum Channel Codes","created":"2023-07-13","cited_by_count":1,"area":null},{"id":"2402.08864","title":"DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning","created":"2024-02-14","cited_by_count":1,"area":null},{"id":"2106.04876","title":"Recovering AES Keys with a Deep Cold Boot Attack","created":"2021-06-09","cited_by_count":0,"area":null},{"id":"2210.14749","title":"Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel Prior","created":"2022-10-26","cited_by_count":0,"area":null},{"id":"2305.04347","title":"Interpreting Training Aspects of Deep-Learned Error-Correcting Codes","created":"2023-05-07","cited_by_count":0,"area":null},{"id":"2407.18929","title":"Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage","created":"2024-07-10","cited_by_count":0,"area":null},{"id":"2408.00767","title":"Quantification and Validation for Degree of Understanding in M2M Semantic Communications","created":"2024-07-15","cited_by_count":0,"area":null},{"id":"2501.01608","title":"Online Meta-Learning Channel Autoencoder for Dynamic End-to-end Physical Layer Optimization","created":"2025-01-03","cited_by_count":0,"area":null},{"id":"2502.15475","title":"Decoding for Punctured Convolutional and Turbo Codes: A Deep Learning Solution for Protocols Compliance","created":"2025-02-21","cited_by_count":0,"area":null},{"id":"2503.16169","title":"Learning Linear Block Codes with Gradient Quantization","created":"2025-03-20","cited_by_count":0,"area":null},{"id":"2510.11418","title":"Forward-Forward Autoencoder Architectures for Energy-Efficient Wireless Communications","created":"2025-10-13","cited_by_count":0,"area":null},{"id":"2511.09221","title":"Learning Binary Autoencoder-Based Codes with Progressive Training","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2602.01582","title":"On the Fragility of AI-Based Channel Decoders under Small Channel Perturbations","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2609.00715","title":"MaskCode: Mask Transformer for Feedback-Assisted Coding With Linear Block Codes","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.33605","title":"Short-Length Code Designs for Integrated Sensing and Communications: A Deep Learning Approach","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}