Munish Monga
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View article: DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic Open
Real-world object detection systems, such as those in autonomous driving and surveillance, must continuously learn new object categories and simultaneously adapt to changing environmental conditions. Existing approaches, Class Incremental …
View article: ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Open
We present ASTRA (A} Scene-aware TRAnsformer-based model for trajectory prediction), a light-weight pedestrian trajectory forecasting model that integrates the scene context, spatial dynamics, social inter-agent interactions and temporal p…
View article: COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation Open
Multi-Target Domain Adaptation (MTDA) entails learning domain-invariant information from a single source domain and applying it to multiple unlabeled target domains. Yet, existing MTDA methods predominantly focus on addressing domain shift…