Bal, Malyaban

10 publications

ICLR 2026 RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

TMLR 2026 Scalable Equilibrium Propagation via Intermediate Error Signals for Deep Convolutional CRNNs Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

ICLR 2025 P-Spikessm: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks Malyaban Bal, Abhronil Sengupta

NeurIPS 2025 SpikingVTG: A Spiking Detection Transformer for Video Temporal Grounding Malyaban Bal, Brian Matejek, Susmit Jha, Adam D. Cobb

NeurIPSW 2024 P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks Malyaban Bal, Abhronil Sengupta

AAAI 2024 SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation Malyaban Bal, Abhronil Sengupta

NeurIPSW 2024 SpikingVTG: Saliency Feedback Gating Enabled Spiking Video Temporal Grounding Malyaban Bal, Brian Matejek, Susmit Jha, Adam D. Cobb

NeurIPSW 2024 SpikingVTG: Saliency Feedback Gating Enabled Spiking Video Temporal Grounding Malyaban Bal, Brian Matejek, Susmit Jha, Adam D. Cobb

ICMLW 2024 Training Energy-Efficient Large Language Models Leveraging Equilibrium Driven Bio-Plausible Neural Dynamics Malyaban Bal, Abhronil Sengupta

IJCAI 2023 Sequence Learning Using Equilibrium Propagation Malyaban Bal, Abhronil Sengupta