Alexander Schwing
Associate Professor
Studies computer vision and machine learning, including generative models, structured prediction and multimodal learning.
Alexander Schwing's lab at UIUC works on vision-language & multimodal, multimodal & grounded language and generative & foundation models. 38 papers since 2023, 38 at top venues, mostly CVPR and NeurIPS. 13 alumni, most often to Microsoft and Amazon. Applications close .
At a glance
- papers, 2023–2026
- 10/ year
- at T1 venues
- 100%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 13
Papers by yearfrom the lab homepage, 2023–2026
- 7 papers2026 · T1 7 · collecting
- 13 papers2025 · T1 13
- 9 papers2024 · T1 9
- 9 papers2023 · T1 9
T1 venuesOtherVenues: CVPR, NeurIPS, ICLR, ICML, AAAI
Research focuspaper titles that use each topic's words
- Vision-language & multimodal3 papers
- Multimodal & grounded language3 papers
- Generative & foundation models1 paper
- structured1 paper
- multimodal learning0 papers
Paper list
From the lab homepage.
20267 papers
- NeurIPS (T1)FlowMoP: Stochastic Multi-Person Prediction
- ICLR (T1)Latent Wasserstein Adversarial Imitation Learning
- NeurIPS (T1)SimpliHuMoN: Simplifying Human Motion Prediction
- EMNLP (T1)SLIDEFORGE: An LLM Agent for Controllable Editing of Slides as Structured Artifacts
- ICML (T1)Spatio-Temporal LLM: Reasoning about Environments and Actions
- AAAI (T1)Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective
- ECCV (T1)T-REN: Learning Text-Aligned Region Tokens Improves Dense Vision-Language Alignment and Scalability
202513 papers
- SIGGRAPH (T1)3D-Fixup: Advancing Photo Editing with 3D Priors
- ICCV (T1)Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework
- NeurIPS (T1)CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching
- ICLR (T1)LIFe-GoM: Generalizable Human Rendering with Learned Iterative Feedback Over Multi-Resolution Gaussians-on-Mesh
- CVPR (T1)MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis
- CVPR (T1)MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds
- NeurIPS (T1)NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
- NeurIPS (T1)On Inductive Biases That Enable Generalization in Diffusion Transformers
- CVPR (T1)RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
- NeurIPS (T1)REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders
- ICCV (T1)The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation
- ICLR (T1)Towards Hierarchical Rectified Flow
20249 papers
- CVPR (T1)GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh
- AAAI (T1)Layer Collaboration in the Forward-Forward Algorithm
- CVPR (T1)NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows
- ICML (T1)Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching
- NeurIPS (T1)OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
- ICLR (T1)Pseudo-Generalized Dynamic View synthesis from a Video
- CVPR (T1)Putting the Object Back Into Video Object Segmentation
- NeurIPS (T1)Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
- ICLR (T1)Robust Model-Based Optimization for Challenging Fitness Landscapes
20239 papers
- NeurIPS (T1)A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
- CVPR (T1)AutoFocusFormer: Image Segmentation off the Grid
- CVPR (T1)Context-Aware Relative Object Queries to Unify Video Instance and Panoptic Segmentation
- ICLR (T1)Diffusion Probabilistic Fields
- ICLR (T1)Learning to Decompose Visual Features with Latent Textual Prompts
- AAAI (T1)Occupancy Planes for Single-view RGB-D Human Reconstruction
- CVPR (T1)SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
- ICML (T1)Surface Snapping Optimization Layer for Single Image Object Shape Reconstruction
- ICCV (T1)Tracking Anything with Decoupled Video Segmentation
Where alumni went13 listed, 50% to industry
Industry 4Academia 4
Most often to
- Microsoft
- Amazon
- Tencent
Also to
- UIUC
- TTIC -> Purdue University
- UC Berkeley
Apply to UIUCFall 2027
UIUC Siebel Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL iBT / IELTS
- Fee
- USD 90
Not yet confirmed for this intake.
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