Anima Anandkumar

Latest

• FB-BEV: BEV Representation from Forward-Backward View Transformations
• Fast Sampling of Diffusion Models via Operator Learning
• I^2SB: Image-to-Image Schrödinger Bridge
• Vision Transformers Are Good Mask Auto-Labelers
• VoxFormer: Sparse voxel transformer for camera-based 3D semantic scene completion
• Prismer: A Vision-Language Model with An Ensemble of Experts
• MinVIS: A minimal video instance segmentation framework without video-based training
• Test-time prompt tuning for zero-shot generalization in vision-language models
• Diffusion Models for Adversarial Purification
• Panoptic SegFormer: Delving deeper into panoptic segmentation with transformers
• M$^2$BEV: Multi-camera joint 3D detection and segmentation with unified birds-eye view representation
• Controllable and Compositional Generation with Latent-Space Energy-Based Models
• Coupled Segmentation and Edge Learning via Dynamic Graph Propagation
• SegFormer: Simple and efficient design for semantic segmentation with transformers
• DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
• Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles
• Angular Visual Hardness