conftrace_

Shahar Lutati

5 papers · 2021–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICML (2) EMNLP (1) ICLR (1) Interspeech (1)

Top co-authors

Lior Wolf (5) Eliya Nachmani (2) Itamar Zimerman (1)

Research topics

Deep Learning (5) Machine Learning (4) Architectures (4) Core Methods (3) Models (3) Optimization & Theory · Machine Learning (3) Artificial Intelligence (1) Application Areas (1) Core AI (1) Optimization & Theory · Deep Learning (1)

Keywords

speech separation (2) source separation (2) diffusion model (2) neural network (2) state space model (1) deep neural network (1) control theory (1) frequency domain (1) long-range dependency (1) design automation (1) adaptive filter (1) weight conditioning (1) state space layer (1) infinite impulse response (1) causal filter (1) antenna array (1) radiation pattern (1) adaptive iir filter (1) ensemble learning (1) long-range sequence (1)

Papers

Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation ICLR 2024 Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023 OCD: Learning to Overfit with Conditional Diffusion Models ICML 2023 SepIt: Approaching a Single Channel Speech Separation Bound Interspeech 2022 HyperHyperNetwork for the Design of Antenna Arrays ICML 2021