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201													<h1 class="entry-title">Research</h1>
202							</header><!-- .entry-header -->
203		
204		<div class="entry-content">
205			<h3><u>Current Research Themes</u>​ ​ ​</h3>
206
207
208<table style="border-bottom: 0px solid #ededed;">
209  <tbody><tr>
210    <td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2021/11/article-Figure15-1-e1637156081567.jpg" width="200px"></td>
211    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/image-and-video-synthesis/">Image and Video Synthesis: Stable Diffusion, VQGAN, V-UNET, Etc.</a></td>
212  </tr>
213    <tr><td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2022/09/Explainable-AI.png" width="200px"></td>
214    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/explainable-ai/">Explainable AI</a></td>
215  </tr>
216  <tr>
217    <td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2021/11/dml_teaser.jpg" width="200px"></td>
218    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/deep-metric-and-representation-learning/">Deep Metric and Representation Learning</a></td>
219  </tr>
220  <tr>
221    <td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2021/11/teaser7-e1637156204112.png" width="200px"></td>
222    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/self-supervised-learning/">Self-Supervised Learning</a></td>
223  </tr>
224  <tr>
225    <td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2021/09/first_page3.png" width="200px"></td>
226    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/behavior-analysis-its-interdisciplinary-applications/">Behavior Analysis &amp; its Interdisciplinary Applications</a></td>
227  </tr>
228  <tr>
229    <td><img decoding="async" src="https://ommer-lab.com/wp-content/uploads/2021/11/morisot_0_25.jpeg" width="200px"></td>
230    <td style="vertical-align:middle"><a href="https://ommer-lab.com/research/computer-vision-in-the-digital-humanities/">Computer Vision in the Digital Humanities</a></td>
231  </tr>
232</tbody></table>
233					</div><!-- .entry-content -->
234
235		
236	</div>
237
238</article><!-- #post-36 -->
239
240			
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244
245
246<div id="secondary" class="widget-area" role="complementary">
247		<aside id="custom_html-9" class="widget_text widget widget_custom_html"><h3 class="widget-title">News</h3><div class="textwidget custom-html-widget"></div></aside><aside id="custom_html-12" class="widget_text widget widget_custom_html"><div class="textwidget custom-html-widget"><strong><a href="https://www.ai-bay.eu/">Foundation Model Initiative</a></strong>
248<br><br>
249<strong><a href="https://ommer-lab.com/research/latent-diffusion-models/">Stable Diffusion</a></strong> - Advanced image synthesis for all!
250<br>
251<strong><a href="https://ommer-lab.com/research/latent-diffusion-models/press/">Stable Diffusion in the Press</a></strong>
252<br><br>
253<strong><a href="https://ommer-lab.com/openpositions_ommer-lab_munich/">Open PhD and PostDoc Positions</a></strong></div></aside><aside id="custom_html-23" class="widget_text widget widget_custom_html"><h3 class="widget-title">2026</h3><div class="textwidget custom-html-widget"><hr>
254
255<li>5 papers accepted at <em><a href="https://eccv.ecva.net/">ECCV’26</a></em></li><br>
256
257<li>6 papers accepted at <em><a href="https://cvpr.thecvf.com/">CVPR’26</a></em></li><br>
258
259<li>2 papers accepted at <em><a href="https://iclr.cc/">ICLR’26</a></em></li><br>
260
261<li><a href="https://arxiv.org/abs/2407.00783"><em>T-PAMI</em> survey paper</a> on Diffusion Models and Representation Learning</li><br></div></aside><aside id="custom_html-22" class="widget_text widget widget_custom_html"><h3 class="widget-title">2025</h3><div class="textwidget custom-html-widget"><hr>
262
263<li><em><a href="https://neurips.cc/virtual/2025/loc/san-diego/poster/116434">NeurIPS’25</a></em> paper on open-world motion transfer</li><br>
264
265<li>4 papers accepted at <em><a href="https://iccv.thecvf.com/">ICCV’25</a></em>:<br>
266• <a href="https://compvis.github.io/SCFlow/">SCFlow</a>: Implicitly Learning Style and Content Disentanglement with Flow Models<br>
267• <a href="https://compvis.github.io/Art-fm/">Art-FM</a>: Stochastic Interpolants for Revealing Stylistic Flows across the History of Art<br>
268• <a href="https://compvis.github.io/tread/">TREAD</a>: Token Routing for Efficient Architecture-agnostic Diffusion Training<br>
269• <a href="https://compvis.github.io/flow-poke-transformer/">What If</a>: Understanding Motion Through Sparse Interactions</li><br>
270
271<li><a href="https://www.youtube.com/watch?v=rsECdSPUifs">Generative AI and the Future of Intelligence</a>, Opening Keynote at re:publica'25</li><br>
272
273<li><a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5251254">The European Way. A Blueprint for Reclaiming Our Digital Future</a></li><br>
274
275<li>4 papers accepted at <em><a href="https://cvpr.thecvf.com/">CVPR’25</a></em>:<br>
276• <a href="https://compvis.github.io/cleandift/">CleanDIFT</a>: Diffusion Features without Noise (ORAL)<br>
277• <a href="https://compvis.github.io/attribute-control/">Attribute Control in T2I</a> by Semantic Directions<br>
278• <a href="https://arxiv.org/abs/2506.02221">Diff2Flow</a>: Training Flow Matching Models via Diffusion Model Alignment<br>
279• <a href="https://latentdrifting.github.io/">Latent Drifting in Diffusion for Counterfactual Synthesis</a> (Highlight)</li><br>
280
281<li>2 papers (<a href="https://depthfm.github.io/">DepthFM</a> & <a href="https://arxiv.org/pdf/2412.11917">DisCLIP</a>) at AAAI’25 + 1 <a href="https://compvis.github.io/distilldift/">paper</a> at WACV’25</li><br>
282
283<li>Awarded <a href="https://www.eduard-rhein-stiftung.de/preistrager/">Technology-Prize of Eduard-Rhein-Foundation</a></li><br>
284
285<li><a href="https://aapm.onlinelibrary.wiley.com/doi/pdf/10.1002/mp.17413">Medical Physics</a> article on analyzing CT enhancement</li><br></div></aside><aside id="custom_html-20" class="widget_text widget widget_custom_html"><h3 class="widget-title">2024</h3><div class="textwidget custom-html-widget"><hr>
286<li><a href="https://www.welt.de/videos/video253740430/Verleihung-des-KI-Innovationspreises-im-Rahmen-des-Deutsc
286hen-KI-Preises-2024.html">Awarded German AI-Prize’24</a></li><br>
287
288<li>Nominated <a href="https://www.lmu.de/en/newsroom/news-overview/news/bjoern-ommer-nominated-for-deutscher-zukunftspreis.html">German Future Prize of the President of Germany</a></li><br>
289
290<li>4 papers accepted at <em><a href="https://eccv.ecva.net/" target="_blank">ECCV'24</a></em> on:<br>
291• <a href="https://compvis.github.io/LoRAdapter/" target="_blank">Conditional LoRAs for 0-Shot Control & Altering of T2I-Models</a><br>
292• <a href="https://arxiv.org/abs/2403.13802">ZigMa: Zigzag Mamba Diffusion Model</a><br>
293• <a href="https://compvis.github.io/wast3d/">3D Gaussian Splatting for 3D Stylization using Wasserstein-2 Distance</a><br>
294• <a href="https://compvis.github.io/fm-boosting/">Flow Matching for Boosting Latent Diffusion</a></li><br>
295
296<li><a href="https://arxiv.org/pdf/2310.07204">Eurographics</a> overview article on Diffusion Models</li><br>
297
298<li><a href="https://aapm.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/mp.17379">Medical Physics</a> article on  benchmarking AI-based CT image denoising</li><br></div></aside><aside id="custom_html-5" class="widget_text widget widget_custom_html"><h3 class="widget-title">2022</h3><div class="textwidget custom-html-widget"><hr>
299<li><a href="https://www.dagm.de/award-winners/gcpr-best-paper-awards" target="_blank" rel="noopener"><em>GCPR'22</em> Honorable Mention</a> for paper on <a href="https://github.com/matthias-wright/art-fid" target="_blank" rel="noopener">ArtFID: Quantitative Evaluation of Neural Style Transfer</a></li><br>
300
301<li><a href="https://arxiv.org/abs/2204.11824" target="_blank" rel="noopener"><em>NeurIPS'22</em> article</a> on retrieval-augmented diffusion models</li><br>
302
303<li><a href="https://www.nature.com/articles/s41586-022-04777-z" target="_blank" rel="noopener"><em>Nature</em> article</a> using image registration to analyze neuropathic pain</li><br>
304
305<li><a href="https://dvsml2022-tutorial.github.io/index.html" target="_blank" rel="noopener"><em>CVPR'22</em> tutorial</a> on Deep Visual Similarity and Metric Learning</li><br>
306
307<li><em><a href="https://doi.ieeecomputersociety.org/10.1109/TPAMI.2020.3009620" target="_blank" rel="noopener">T-PAMI</a></em> publication accepted on<br>
308	• Shared feature learning for Deep Metric Learning (<a href="https://arxiv.org/pdf/2004.05582">PDF Download</a>)</li><br>
309
310<li><em><a href="https://ommer-lab.com/research/latent-diffusion-models">CVPR'22</a></em> on latent diffusion models for high-res image synthesis, a.k.a. LDM & Stable Diffusion, <a href="https://github.com/CompVis/stable-diffusion">source code & models</a>
311</li>
312</div></aside><aside id="custom_html-14" class="widget_text widget widget_custom_html"><h3 class="widget-title">2021</h3><div class="textwidget custom-html-widget"><hr>
313<li>PLOS ONE article on <em><a href="https://dx.doi.org/10.1371/journal.pone.0259718" target="_blank" rel="noopener">Interactive Retrieval in Art Collections</a></em></li><br>
314
315<li>2 papers accepted at <em><a href="https://nips.cc/" target="_blank">NeurIPS'21</a></em> on:<br>
316• <a href="https://compvis.github.io/imagebart/" target="_blank">Multinomial Diffusion for Improving Autoregressive Image Synthesis</a><br>
317• <a href="https://arxiv.org/abs/2107.09562" target="_blank">Analyzing OOD Generalization in Deep Metric Learning</a></li><br>
318
319<li> <em><a href="https://ieeexplore.ieee.org/document/9540303" target="_blank" rel="noopener"> T-PAMI </a></em> publication accepted on <br>
320	• Improving Deep Metric Learning by divide and conquer (<a href="https://arxiv.org/pdf/2109.04003">PDF Download</a>)</li><br>
321
322<li><em><a href="https://rdcu.be/ch6pL" target="_blank" rel="noopener">Nature </a>Machine Intelligence</em> article on unsupervised behavior analysis &amp; magnification (uBAM) for biomedical diagnostics</li><br>
323
324<li>3 papers accepted at <em><a href="http://iccv2021.thecvf.com/home" target="_blank">ICCV'21</a></em> on:<br>
325• <a href="https://compvis.github.io/geometry-free-view-synthesis/" target="_blank">Transformers for Geometry-Free 3D Novel-View Synthesis</a><br>
326• <a href="https://compvis.github.io/ipoke/" target="_blank">iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis</a><br>
327• Self-Supervised LiDAR Scene Flow and Motion Segmentation (ORAL)</li><br>
328
329<li><em><a href="https://arxiv.org/abs/2009.08348" target="_blank" rel="noopener">ICML'21</a></em> paper accepted on self-distillation for deep metric learning</li><br>
330
331<li>6 papers accepted at <em><a href="http://cvpr2021.thecvf.com/" target="_blank" rel="noopener">CVPR'21</a></em> on:
332<br>
333
334• <a href="https://compvis.github.io/taming-transformers/" target="_blank" rel="noopener">Taming Transformers for Hi-Res Image Synthesis</a><br>
335• <a href="https://compvis.github.io/interactive-image2video-synthesis/" target="_blank" rel="noopener">Learning Object Dynamics for Interactive Video Synthesis</a><br>
336• <a href="https://arxiv.org/abs/2105.04551" target="_blank" rel="noopener">Stochastic Image-to-Video Synthesis</a><br>
337• <a href="https://arxiv.org/abs/2103.17185" target="_blank" rel="noopener">Stroke-based Style Transfer</a><br>
338• <a href="https://arxiv.org/abs/2103.04677" target="_blank" rel="noopener">Behavior-driven Synthesis of Human Dynamics</a><br>
339	• <a href="https://arxiv.org/abs/2003.11596" target="_blank" rel="noopener">Learning Exposure Correction</a></li><br>
340
341<li>Best Paper Award at <em>CVPR'21—AI for Content Creation WS</em> on <br>
342• High-Res Complex Scene Synthesis with Transformers</li><br>
343
344<li><em><a href="http://www.icra2021.org/" target="_blank" rel="noopener">ICRA'21</a></em> paper accepted on 3D object detection</li>
345</div></aside><aside id="custom_html-6" class="widget_text widget widget_custom_html"><h3 class="widget-title">2020</h3><div class="textwidget custom-html-widget"><hr>
346<li><a href="https://compvis.github.io/net2net/" target="_blank" rel="noopener">NeurIPS'20</a> ORAL on cINNs for Network-to-Network Translation</li><br>
347
348<li><a href="https://doi.ieeecomputersociety.org/10.1109/TPAMI.2020.3009620" target="_blank" rel="noopener">T-PAMI</a> publication accepted on<br>
349• Shared feature learning for Deep Metric Learning</li><br>
350
351<li><a href="https://doi.org/10.1371/journal.pone.0243039" target="_blank" rel="noopener">PLoS ONE </a> publication on weakly supervised transliteration alignment for cuneiform sign detection</li><br>
352
353<li><a href="https://compvis.github.io/unsupervised-part-segmentation/" target="_blank" rel="noopener">GCPR'20 </a> ORAL on unsupervised part learning by disentangling</li><br>
354
355<li>2 papers accepted at <a href="https://eccv2020.eu/" target="_blank" rel="noopener">ECCV'20</a> on:
356<br>
357• Explainable AI and semantic image manipulation<br>
358• Deep Metric Learning beyond discriminative features
359</li><br>
360
361<li><a href="https://icml.cc" target="_blank" rel="noopener">ICML'20</a> paper accepted on<br>
362• Generalization in Deep Metric Learning
363</li><br>
364
365<li>Best Paper Award at CVPR'20—AI for Content Creation WS on<br>
366• Interpretable Models for Visual Synthesis
367</li><br>
368
369<li>3 papers accepted at <a href="http://cvpr2020.thecvf.com/" target="_blank" rel="noopener">CVPR'20</a> on:
370<br>
371• <a href="https://compvis.github.io/iin/" target="_blank" rel="noopener">Explainable AI</a><br>
372• <a href="https://arxiv.org/abs/2003.11113" target="_blank" rel="noopener">Reinforcement Learning for Deep Metric Learning</a><br>
373• <a href="https://compvis.github.io/magnify-posture-deviations/" target="_blank" rel="noopener">Unsupervised Behavior Analytics</a>
374</li></div></aside><aside id="custom_html-8" class="widget_text widget widget_custom_html"><h3 class="widget-title">2019</h3><div class="textwidget custom-html-widget"><hr>
375
376<li>3 papers accepted at <a href="http://iccv2019.thecvf.com" target="_blank" rel="noopener">ICCV'19</a></li><br>
377
378<li><a href="https://compvis.github.io/unsupervised-disentangling/" target="_blank" rel="noopener">Best paper finalist</a> at CVPR'19</li><br>
379
380<li>3 papers accepted at <a href="http://cvpr2019.thecvf.com" target="_blank" rel="noopener">CVPR'19</a></li>
381</div></aside><aside id="block-6" class="widget widget_block"><div class="wp-block-group"><div class="wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow"><h2 class="wp-block-heading">Categories</h2><ul class="wp-block-categories-list wp-block-categories-taxonomy-category wp-block-categories"><li class="cat-item-none">No categories</li></ul></div></div></aside>	</div><!-- #secondary .widget-area -->
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