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Jiyong Li

3 accepted papers

2024

Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing

NeurIPS 2024poster

Recent methods are proposed to improve performance of domain adaptation by inferring domain index under an adversarial variational bayesian framework, where domain index is unavailable. However, existing methods typically assume that the global domain indices are sampled from a vanilla gaussian pr…

Cited by 2SourcePDFScholar
2024

Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation

AAAI 2024technical

Recently, because of the high-quality representations of contrastive learning methods, rehearsal-based contrastive continual learning has been proposed to explore how to continually learn transferable representation embeddings to avoid the catastrophic forgetting issue in traditional continual setti…

2024

GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors

ICLR 2024poster

Learning surfaces from neural radiance field (NeRF) became a rising topic in Multi-View Stereo (MVS). Recent Signed Distance Function (SDF)-based methods demonstrated their ability to reconstruct exact 3D shapes of Lambertian scenes. However, their results on reflective scenes are unsatisfactory du…

Cited by 0SourcePDFScholar