{"total":18,"papers":[{"id":"arxiv:2304.12210","title":"A Cookbook of Self-Supervised Learning","date":"2023-04-24","section":"Self-supervised learning and vision","quality":-0.556775,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/518a026819227af3e1838911bfadf26c1515786a3af305de5c2e77efb052ecfd/","source_url":"https://arxiv.org/abs/2304.12210","text_available":true},{"id":"openreview:BZ5a1r-kVsf","title":"A Path Towards Autonomous Machine Intelligence (LeCun, 2022)","date":"2022-06-27","section":"Self-supervised learning and vision","quality":-0.598435,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/b7a7789ddc6c70bf2f3e56e6df28529a3eefac2506f6104eb6b2460f5571d657/","source_url":"https://openreview.net/forum?id=BZ5a1r-kVsf","text_available":true},{"id":"arxiv:2304.07193","title":"DINOv2: Learning Robust Visual Features without Supervision","date":"2023-04-14","section":"Self-supervised learning and vision","quality":0.201878,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/b15933596df35497024556ae88bfa696f3b0e8372b678194f04f1bfb9f3be553/","source_url":"https://arxiv.org/abs/2304.07193","text_available":true},{"id":"arxiv:2604.09168","title":"ELT: Elastic Looped Transformers for Visual Generation","date":"2026-04-10","section":"Self-supervised learning and vision","quality":0.057548,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/63d4e5f1a267b96ed4474fa233f7d3bb2171aae949c0139db37b58b4e45eca47/","source_url":"https://arxiv.org/abs/2604.09168","text_available":true},{"id":"arxiv:2104.14294","title":"Emerging Properties in Self-Supervised Vision Transformers","date":"2021-04-29","section":"Self-supervised learning and vision","quality":0.474747,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/4372186d141ca514b08e93bb3b1e26fdbcba9ce62187fb772c14bf223160c06d/","source_url":"https://arxiv.org/abs/2104.14294","text_available":true},{"id":"arxiv:2309.15807","title":"Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack","date":"2023-09-27","section":"Self-supervised learning and vision","quality":0.187565,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/f1b51d5d6f9eb66c9b6424518136746ec684fa58752ed4e2ec2a7031df9fe2ad/","source_url":"https://arxiv.org/abs/2309.15807","text_available":true},{"id":"arxiv:2111.07832","title":"iBOT: Image BERT Pre-Training with Online Tokenizer","date":"2021-11-15","section":"Self-supervised learning and vision","quality":0.136624,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/2bd0269c0872fc518db65c2ca98dd30b5d38701f79b0a72fec2ed49648ba589f/","source_url":"https://arxiv.org/abs/2111.07832","text_available":true},{"id":"arxiv:2208.10442","title":"Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks","date":"2022-08-22","section":"Self-supervised learning and vision","quality":0.235929,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/51f033b7e43981722ced32d8001d10cdd68eafee7e0dad056b9001eeca29f358/","source_url":"https://arxiv.org/abs/2208.10442","text_available":true},{"id":"arxiv:2304.05977","title":"ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation","date":"2023-04-12","section":"Self-supervised learning and vision","quality":0.42693,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/8244b779cf69cdaae850b1714a9f3d2f3388571e65bc93c56b03cb1f58c0f6dc/","source_url":"https://arxiv.org/abs/2304.05977","text_available":true},{"id":"arxiv:2310.04378","title":"Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference","date":"2023-10-06","section":"Self-supervised learning and vision","quality":0.195723,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/16b9865215d555f17a2d1abc00c0915667686f20c49898f63872327a416690db/","source_url":"https://arxiv.org/abs/2310.04378","text_available":true},{"id":"arxiv:2511.08544","title":"LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics","date":"2025-11-11","section":"Self-supervised learning and vision","quality":0.332039,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/e2c5835a26dabc321e6364380a37c47c10425ee830ec522564b0604733025a94/","source_url":"https://arxiv.org/abs/2511.08544","text_available":true},{"id":"arxiv:2301.08243","title":"Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture","date":"2023-01-19","section":"Self-supervised learning and vision","quality":0.189344,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/475bac0a3b29edd42642bbe10d1a41bfb18a3022ac95b9b1a3db9e5d5d0b95fe/","source_url":"https://arxiv.org/abs/2301.08243","text_available":true},{"id":"arxiv:2501.05441","title":"The GAN is dead; long live the GAN! A Modern GAN Baseline","date":"2025-01-09","section":"Self-supervised learning and vision","quality":0.03231,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/a6fcdbec190497e2e52574b7cb2b998385ed1944920c17dc53b710d18f7ba152/","source_url":"https://arxiv.org/abs/2501.05441","text_available":true},{"id":"arxiv:2304.09355","title":"To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review","date":"2023-04-19","section":"Self-supervised learning and vision","quality":-0.3926,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/6de01284dffdeadbd92020fc614ff702f27bc9c49215a1658ea3ca8a4a0c36ce/","source_url":"https://arxiv.org/abs/2304.09355","text_available":true},{"id":"arxiv:2006.09882","title":"Unsupervised Learning of Visual Features by Contrasting Cluster Assignments","date":"2020-06-17","section":"Self-supervised learning and vision","quality":0.412639,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/6601018611a96dff6f5324f2e4f39f62484917cf4d8f8a8d5baa7f4be1deb433/","source_url":"https://arxiv.org/abs/2006.09882","text_available":true},{"id":"arxiv:2105.04906","title":"VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning","date":"2021-05-11","section":"Self-supervised learning and vision","quality":-0.071959,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/822b6414fb02bd6c746e0d559fd3dcc60766476142ebae7795b02bc6c45223ce/","source_url":"https://arxiv.org/abs/2105.04906","text_available":true},{"id":"arxiv:2606.02572","title":"VISReg: Variance-Invariance-Sketching Regularization for JEPA training","date":"2026-06-01","section":"Self-supervised learning and vision","quality":0.33919,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/262c1938984761f99c55d9ae1237e686b2d6ab94b69d7181d11dceab2a7210fb/","source_url":"https://arxiv.org/abs/2606.02572","text_available":true},{"id":"arxiv:2605.26379","title":"When Does LeJEPA Learn a World Model?","date":"2026-05-25","section":"Self-supervised learning and vision","quality":0.621282,"url":"https://vinnik-dmitry07.github.io/favorite-papers/agents/papers/f140b8fcc13ea085ce6ad170e090380c8d373416f791960778c4b216f6e5c8f6/","source_url":"https://arxiv.org/abs/2605.26379","text_available":true}],"next":null}
