@misc{roziere2023code,
            title={Code Llama: Open Foundation Models for Code}, 
            author={Baptiste Rozière and Jonas Gehring and Fabian Gloeckle and Sten Sootla and Itai Gat and Xiaoqing Ellen Tan and Yossi Adi and Jingyu Liu and Tal Remez and Jérémy Rapin and Artyom Kozhevnikov and Ivan Evtimov and Joanna Bitton and Manish Bhatt and Cristian Canton Ferrer and Aaron Grattafiori and Wenhan Xiong and Alexandre Défossez and Jade Copet and Faisal Azhar and Hugo Touvron and Louis Martin and Nicolas Usunier and Thomas Scialom and Gabriel Synnaeve},
            year={2023},
            eprint={2308.12950},
            archivePrefix={arXiv},
            primaryClass={cs.CL}
            }
        
                    
                  

                    
                    
        @misc{copet2023simple,
            title={Simple and Controllable Music Generation}, 
            author={Jade Copet and Felix Kreuk and Itai Gat and Tal Remez and David Kant and Gabriel Synnaeve and Yossi Adi and Alexandre Défossez},
            year={2023},
            eprint={2306.05284},
            archivePrefix={arXiv},
            primaryClass={cs.SD}
        }
        
                    
                  

                    
                    
        @misc{hassid2023textually,
        title={Textually Pretrained Speech Language Models}, 
        author={Michael Hassid and Tal Remez and Tu Anh Nguyen and Itai Gat and Alexis Conneau and Felix Kreuk and Jade Copet and Alexandre Defossez and Gabriel Synnaeve and Emmanuel Dupoux and Roy Schwartz and Yossi Adi},
        year={2023},
        eprint={2305.13009},
        archivePrefix={arXiv},}
        
                    
                  

                    
                    
        @inproceedings{expresso2023,
        title={Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis}, 
        author={Tu Anh Nguyen, Wei-Ning Hsu, Antony d'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux},
        booktitle={INTERSPEECH},
        year={2023}}
        
                    
                  

                    
                    
        @inproceedings{yarivAudiotoken,
        title={AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation},
        author={Guy Yariv, Itai Gat, Lior Wolf, Yossi Adi, Idan Schwartz},
        booktitle={INTERSPEECH},
        year={2023}}
        
                    
                  

                    
                    
        @misc{lorberbom2023layer,
        title={Layer Collaboration in the Forward-Forward Algorithm}, 
        author={Guy Lorberbom and Itai Gat and Yossi Adi and Alex Schwing and Tamir Hazan},
        year={2023},
        eprint={2305.12393},
        archivePrefix={arXiv},
        primaryClass={cs.LG}}
        
                    
                  

                    
                    
        @inproceedings{augmentationgat23,
        title={Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling},
        author={Itai Gat, Felix Kreuk, Tu Anh Nguyen, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi},
        booktitle={IWSLT},
        year={2023}}
        
                    
                  

                    
                    
        @inproceedings{gat2022importance,
        title={On the Importance of Gradient Norm in PAC-Bayesian Bounds},
        author={Gat, Itai and Adi, Yossi and Schwing, Alexander and Hazan, Tamir},
        booktitle={NeurIPS},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{gat2022robustness,
        title={On the robustness of self-supervised representations for spoken language modeling},
        author={Gat, Itai and Kreuk, Felix and Lee, Ann and Copet, Jade and Synnaeve, Gabriel and Dupoux, Emmanuel and Adi, Yossi},
        booktitle={arXiv},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{gat22functional,
        title={A Functional Information Perspective on Model Interpretation},
        author={Gat, Itai and Calderon, Nitay and Reichart, Roi and Hazan, Tamir},
        booktitle={ICML},
        year ={2022},}
        
                    
                  

                    
                    
        @inproceedings{Edmilson22SF,
        title={Speech Emotion Recognition using Self-supervised Features},
        author={Morais, Edmilson and Hoory, Ron and Zhu, Weizhong and Gat, Itai and Damasceno, Matheus and Aronowitz, Hagai},
        booktitle={ICASSP},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{gat2022speaker,
        title={Speaker Normalization for Self-supervised Speech Emotion Recognition},
        author={Gat, Itai and Aronowitz, Hagai and Zhu, Weizhong and Morais, Edmilson and Hoory, Ron},
        booktitle={ICASSP},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{Aronowitz2022towards,
        title={Towards a Common Speech Analysis Engine},
        author={Aronowitz, Hagai and Gat, Itai and Morais, Edmilson and Zhu, Weizhong and Hoory, Ron},
        booktitle={ICASSP},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{2022latentSpaceExplainations,
        title={Latent Space Explanation by Intervention},
        author={Gat, Itai and Lorberbom, Guy and Schwartz, Idan and Hazan, Tamir},
        booktitle={AAAI},
        year={2022}}
        
                    
                  

                    
                    
        @inproceedings{gat2021perceptual,
        title={Perceptual Score: What Data Modalities Does Your Model Perceive?},
        author={Gat, Itai and Schwartz, Idan and Schwing, Alex},
        booktitle={NeurIPS},
        year={2021}}
        
                    
                  

                    
                    
            @inproceedings{acl_rosen,
            author={Daniel Rosenberg and Itai Gat and Amir Feder and Roi Reichart},
            title= {Are {VQA} Systems RAD? Measuring Robustness to Augmented Data with
                        Focused Interventions},
            booktitle = {ACL},
            year = {2021}}
        
                    
                  

                    
                    
        @inproceedings{gat2020,
        author = {Gat, Itai and Schwartz, Idan and Schwing, Alexander and Hazan, Tamir},
        booktitle = {Advances in Neural Information Processing Systems},
        title = {Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies},
        year = {2020}}