M. Sandler
- CycleGAN, a Master of Steganography
2017/12/08 by Casey Chu, Chu, Casey, Andrey Zhmoginov +4 · 2 voices · 23 citations
Computer Science · Mathematics · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
- Uncovering mesa-optimization algorithms in Transformers
2023/09/11 by Johannes von Oswald, Maximilian Schlegel, von Oswald, Johannes +24 · 2 voices · 22 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
- Automatic tagging using deep convolutional neural networks
2016/06/01 by Keunwoo Choi, George Fazekas, Choi, Keunwoo +3 · 25 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
- Convolutional Recurrent Neural Networks for Music Classification
2016/09/14 by Keunwoo Choi, George Fazekas, Choi, Keunwoo +5 · 11 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing
- Transfer learning for music classification and regression tasks
2017/03/27 by Keunwoo Choi, György Fazekas, Choi, Keunwoo +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing
- Linear Transformers are Versatile In-Context Learners
2024/02/21 by Max Vladymyrov, Vladymyrov, Max, Johannes von Oswald +5 · 9 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Training trajectories, mini-batch losses and the curious role of the learning rate
2023/01/05 by M. Sandler, Sandler, Mark, Andrey Zhmoginov +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Text-based LSTM networks for Automatic Music Composition
2016/04/18 by Keunwoo Choi, Choi, Keunwoo, George Fazekas +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Speech Recognition and Synthesis
- Image segmentation via Cellular Automata
2020/08/11 by M. Sandler, Sandler, Mark, Andrey Zhmoginov +9 · 4 citations
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
2018/10/25 by Pramod Kaushik Mudrakarta, Mudrakarta, Pramod Kaushik, M. Sandler +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
- DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
2022/08/12 by Franco Caspe, Andrew McPherson, Caspe, Franco +3 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #H.5.5 #I.2.6 #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- A Tutorial on Deep Learning for Music Information Retrieval
2017/09/13 by Keunwoo Choi, Choi, Keunwoo, György Fazekas +5 · 4 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Generative Adversarial Networks and Image Synthesis
- Rigid-Body Sound Synthesis with Differentiable Modal Resonators
2022/10/27 by R. F. Díaz, Ben J. Hayes, Diaz, Rodrigo +7 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Long Context In-Context Compression by Getting to the Gist of Gisting
2025/04/11 by Aleksandar Petrov, M. Sandler, Petrov, Aleksandar +7 · 5 citations
Computer Science · #Video Analysis and Summarization
- FM Tone Transfer with Envelope Learning
2023/10/07 by Franco Caspe, Caspe, Franco, Andrew McPherson +3 · 2 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Music Technology and Sound Studies #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing #Systems and Control (eess.SY) #electronic engineering #information engineering
- Adversarial Attacks in Sound Event Classification
2019/07/04 by Vinod Subramanian, Subramanian, Vinod, Emmanouil Benetos +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- How new data permeates LLM knowledge and how to dilute it
2025/04/13 by Chen Sun, Renat Aksitov, Sun, Chen +12 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques #Semantic Web and Ontologies
- Fast Differentiable Modal Simulation of Non-linear Strings, Membranes, and Plates
2025/05/09 by R. F. Díaz, M. Sandler, Diaz, Rodrigo +1 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
- Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions
2016/06/07 by Keunwoo Choi, Choi, Keunwoo, George Fazekas +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization
- A History of Audio Effects
2020/01/22 by Thomas Wilmering, David Moffat, Alessia Milo +1 · 1 citation
Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Hearing Loss and Rehabilitation
- Refining music sample identification with a self-supervised graph neural network
2025/06/17 by Aditya Bhattacharjee, Ivan Meresman Higgs, Bhattacharjee, Aditya +6 · 1 voice · 1 citation
Computer Science · #Image Processing and 3D Reconstruction #Music and Audio Processing #Neural Networks and Applications #cs.AI #cs.IR #cs.SD