ConvNets Match Vision Transformers at Scale by Smith, Samuel L, Brock, Andrew, Berrada, Leonard, De, Soham

Get full text

Comment on Stochastic Polyak Step-Size: Performance of ALI-G by Berrada, Leonard, Zisserman, Andrew, Kumar, M Pawan

Get full text

Deep Frank-Wolfe For Neural Network Optimization by Berrada, Leonard, Zisserman, Andrew, Kumar, M Pawan

Get full text

Training Neural Networks for and by Interpolation by Berrada, Leonard, Zisserman, Andrew, Kumar, M Pawan

Get full text

Operationalizing Contextual Integrity in Privacy-Conscious Assistants by Ghalebikesabi, Sahra, Bagdasaryan, Eugene, Ren, Yi, Yona, Itay, Shumailov, Ilia, Pappu, Aneesh, Shi, Chongyang, Weidinger, Laura, Stanforth, Robert, Berrada, Leonard, Kohli, Pushmeet, Po-Sen, Huang, Balle, Borja

Get full text

Unlocking Accuracy and Fairness in Differentially Private Image Classification by Berrada, Leonard, De, Soham, Shen, Judy Hanwen, Hayes, Jamie, Stanforth, Robert, Stutz, David, Kohli, Pushmeet, Smith, Samuel L, Balle, Borja

Get full text

Unlocking High-Accuracy Differentially Private Image Classification through Scale by De, Soham, Berrada, Leonard, Hayes, Jamie, Smith, Samuel L, Balle, Borja

Get full text

A Stochastic Bundle Method for Interpolating Networks by Paren, Alasdair, Berrada, Leonard, Poudel, Rudra P K, Kumar, M Pawan

Get full text

Smooth Loss Functions for Deep Top-k Classification by Berrada, Leonard, Zisserman, Andrew, Kumar, M Pawan

Get full text

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models by De, Soham, Smith, Samuel L, Anushan Fernando, Botev, Aleksandar, Cristian-Muraru, George, Gu, Albert, Haroun, Ruba, Berrada, Leonard, Chen, Yutian, Srinivasan, Srivatsan, Desjardins, Guillaume, Doucet, Arnaud, Budden, David, Teh, Yee Whye, Pascanu, Razvan, Nando De Freitas, Gulcehre, Caglar

Get full text

Differentially Private Diffusion Models Generate Useful Synthetic Images by Ghalebikesabi, Sahra, Berrada, Leonard, Gowal, Sven, Ktena, Ira, Stanforth, Robert, Hayes, Jamie, De, Soham, Smith, Samuel L, Wiles, Olivia, Balle, Borja

Get full text

Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications by Berrada, Leonard, Dathathri, Sumanth, Krishnamurthy Dvijotham, Stanforth, Robert, Bunel, Rudy, Uesato, Jonathan, Gowal, Sven, Kumar, M Pawan

Get full text

Trusting SVM for Piecewise Linear CNNs by Berrada, Leonard, Zisserman, Andrew, Kumar, M Pawan

Get full text

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models by Botev, Aleksandar, De, Soham, Smith, Samuel L, Anushan Fernando, George-Cristian Muraru, Haroun, Ruba, Berrada, Leonard, Pascanu, Razvan, Sessa, Pier Giuseppe, Dadashi, Robert, Léonard Hussenot, Ferret, Johan, Girgin, Sertan, Bachem, Olivier, Andreev, Alek, Kenealy, Kathleen, Mesnard, Thomas, Cassidy Hardin, Bhupatiraju, Surya, Pathak, Shreya, Sifre, Laurent, Rivière, Morgane, Mihir Sanjay Kale, Love, Juliette, Tafti, Pouya, Joulin, Armand, Fiedel, Noah, Senter, Evan, Chen, Yutian, Srinivasan, Srivatsan, Desjardins, Guillaume, Budden, David, Doucet, Arnaud, Vikram, Sharad, Paszke, Adam, Gale, Trevor, Borgeaud, Sebastian, Chen, Charlie, Brock, Andy, Paterson, Antonia, Brennan, Jenny, Risdal, Meg, Gundluru, Raj, Devanathan, Nesh, Mooney, Paul, Chauhan, Nilay, Culliton, Phil, Martins, Luiz Gustavo, Bandy, Elisa, Huntsperger, David, Cameron, Glenn, Zucker, Arthur, Warkentin, Tris, Peran, Ludovic, Giang, Minh, Ghahramani, Zoubin, Farabet, Clément, Kavukcuoglu, Koray, Hassabis, Demis, Hadsell, Raia, Teh, Yee Whye, Nando de Frietas

Get full text