Search Results for author:
Found 7 papers, 4 papers with code
A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition
Therefore, in this paper, we propose a simple yet effective model, named Dual-Branch Long-Tailed Recognition (DB-LTR), which includes an imbalanced learning branch and a Contrastive Learning Branch (CoLB).
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation
Existing few-shot segmentation methods are based on the meta-learning strategy and extract instance knowledge from a support set and then apply the knowledge to segment target objects in a query set.
Ranked #11 on
Few-Shot Semantic Segmentation
on COCO-20i (1-shot)
On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation
We then show that task allocation with task importance for MTL (TATIM) is a variant of the NP-complete Knapsack problem, where the complicated computation to solve this problem needs to be conducted repeatedly under varying contexts.
MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding
Online Real-Time Bidding (RTB) is a complex auction game among which advertisers struggle to bid for ad impressions when a user request occurs.
Deep Reinforcement Learning for Imbalanced Classification
The agent finally finds an optimal classification policy in imbalanced data under the guidance of specific reward function and beneficial learning environment.
Pulsed polarisation for robust DNP
We derive sequences theoretically and demonstrate experimentally that they are capable of efficient polarisation transfer from an optically polarised nitrogen-vacancy centre in diamond to the surrounding $^{13}$C nuclear spin bath even in the presence of control errors, making it an ideal tool for the realisation of the above NV centre based applications.
Quantum Physics
Robust techniques for polarization and detection of nuclear spin ensembles
Here we demonstrate the polarization and read out of a nuclear spin bath consisting of $^{13}$C nuclear spins in diamond by using a single nitrogen-vacancy (NV) center.
Quantum Physics
